{"id":184035,"date":"2026-06-11T20:21:56","date_gmt":"2026-06-11T20:21:56","guid":{"rendered":"https:\/\/flypix.ai\/?p=184035"},"modified":"2026-06-11T20:21:56","modified_gmt":"2026-06-11T20:21:56","slug":"alwaysai-tool-review","status":"publish","type":"post","link":"https:\/\/flypix.ai\/hi\/alwaysai-tool-review\/","title":{"rendered":"AlwaysAI \u0938\u092e\u0940\u0915\u094d\u0937\u093e 2026: \u0935\u093f\u091c\u093c\u0928 \u090f\u0906\u0908 \u092a\u094d\u0932\u0947\u091f\u092b\u093c\u0949\u0930\u094d\u092e \u0915\u093e \u0917\u0939\u0928 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923"},"content":{"rendered":"<p class=\"wp-block-paragraph\"><strong>\u0924\u094d\u0935\u0930\u093f\u0924 \u0938\u093e\u0930\u093e\u0902\u0936:<\/strong> alwaysAI \u090f\u0915 \u0915\u0902\u092a\u094d\u092f\u0942\u091f\u0930 \u0935\u093f\u091c\u093c\u0928 \u092a\u094d\u0932\u0947\u091f\u092b\u093c\u0949\u0930\u094d\u092e \u0939\u0948 \u091c\u094b \u0921\u0947\u0935\u0932\u092a\u0930\u094d\u0938 \u0915\u094b Python \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0915\u0947 \u0935\u093f\u091c\u093c\u0928 AI \u090f\u092a\u094d\u0932\u093f\u0915\u0947\u0936\u0928 \u092c\u0928\u093e\u0928\u0947, \u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u093f\u0924 \u0915\u0930\u0928\u0947 \u0914\u0930 \u0924\u0948\u0928\u093e\u0924 \u0915\u0930\u0928\u0947 \u0915\u0940 \u0938\u0941\u0935\u093f\u0927\u093e \u0926\u0947\u0924\u093e \u0939\u0948\u0964 \u0907\u0938\u092e\u0947\u0902 \u0921\u094d\u0930\u0948\u0917-\u090f\u0902\u0921-\u0921\u094d\u0930\u0949\u092a \u0907\u0902\u091f\u0930\u092b\u093c\u0947\u0938, \u092a\u0939\u0932\u0947 \u0938\u0947 \u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u093f\u0924 \u092e\u0949\u0921\u0932 \u0914\u0930 \u090f\u091c \u0921\u093f\u0935\u093e\u0907\u0938 \u0938\u092a\u094b\u0930\u094d\u091f \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0902\u0964 edgeIQ API \u0911\u092c\u094d\u091c\u0947\u0915\u094d\u091f \u0921\u093f\u091f\u0947\u0915\u094d\u0936\u0928, \u092a\u094b\u091c\u093c \u090f\u0938\u094d\u091f\u093f\u092e\u0947\u0936\u0928 \u0914\u0930 \u0938\u093f\u092e\u0947\u0902\u091f\u093f\u0915 \u0938\u0947\u0917\u092e\u0947\u0902\u091f\u0947\u0936\u0928 \u0915\u094b \u0938\u0930\u0932 \u092c\u0928\u093e\u0924\u093e \u0939\u0948, \u091c\u092c\u0915\u093f \u092e\u0949\u0921\u0932 \u091f\u094d\u0930\u0947\u0928\u093f\u0902\u0917 \u091f\u0942\u0932\u0915\u093f\u091f \u091f\u0940\u092e\u094b\u0902 \u0915\u094b \u0915\u0938\u094d\u091f\u092e \u092e\u0949\u0921\u0932 \u092c\u0928\u093e\u0928\u0947 \u0915\u0940 \u0938\u0941\u0935\u093f\u0927\u093e \u0926\u0947\u0924\u093e \u0939\u0948\u0964 \u0907\u0938\u0947 NVIDIA Jetson \u0914\u0930 Raspberry Pi \u091c\u0948\u0938\u0947 \u090f\u091c \u0939\u093e\u0930\u094d\u0921\u0935\u0947\u092f\u0930 \u092a\u0930 \u0924\u0947\u091c\u093c \u092a\u094d\u0930\u094b\u091f\u094b\u091f\u093e\u0907\u092a\u093f\u0902\u0917 \u0914\u0930 \u092a\u094d\u0930\u094b\u0921\u0915\u094d\u0936\u0928 \u0921\u093f\u092a\u094d\u0932\u0949\u092f\u092e\u0947\u0902\u091f \u0915\u0947 \u0932\u093f\u090f \u0921\u093f\u091c\u093c\u093e\u0907\u0928 \u0915\u093f\u092f\u093e \u0917\u092f\u093e \u0939\u0948\u0964.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0915\u0902\u092a\u094d\u092f\u0942\u091f\u0930 \u0935\u093f\u091c\u093c\u0928 \u0915\u093e \u092e\u0924\u0932\u092c \u092a\u0939\u0932\u0947 \u0939\u092b\u093c\u094d\u0924\u094b\u0902 \u0915\u093e \u0915\u0949\u0928\u094d\u092b\u093c\u093f\u0917\u0930\u0947\u0936\u0928, \u0939\u093e\u0930\u094d\u0921\u0935\u0947\u092f\u0930 \u0938\u0902\u092c\u0902\u0927\u0940 \u092a\u0930\u0947\u0936\u093e\u0928\u093f\u092f\u093e\u0901 \u0914\u0930 \u0938\u0940\u0916\u0928\u0947 \u0915\u0940 \u090f\u0915 \u0932\u0902\u092c\u0940 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u0939\u094b\u0924\u0940 \u0925\u0940, \u091c\u093f\u0938\u0915\u0947 \u0915\u093e\u0930\u0923 \u0905\u0927\u093f\u0915\u093e\u0902\u0936 \u0921\u0947\u0935\u0932\u092a\u0930 \u092a\u0939\u0932\u093e \u092e\u0949\u0921\u0932 \u091a\u0932\u0928\u0947 \u0938\u0947 \u092a\u0939\u0932\u0947 \u0939\u0940 \u0939\u093e\u0930 \u092e\u093e\u0928 \u0932\u0947\u0924\u0947 \u0925\u0947\u0964 alwaysAI \u0928\u0947 \u0907\u0938 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u0915\u094b \u0906\u0938\u093e\u0928 \u092c\u0928\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u092c\u093e\u091c\u093c\u093e\u0930 \u092e\u0947\u0902 \u0915\u0926\u092e \u0930\u0916\u093e \u0939\u0948\u2014\u0921\u0947\u0935\u0932\u092a\u0930\u094d\u0938 \u0915\u094b \u090f\u0915 \u0910\u0938\u093e \u092a\u094d\u0932\u0947\u091f\u092b\u093c\u0949\u0930\u094d\u092e \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u093f\u092f\u093e \u0939\u0948 \u091c\u094b \u092c\u0941\u0928\u093f\u092f\u093e\u0926\u0940 \u0922\u093e\u0902\u091a\u0947 \u0915\u094b \u0938\u0902\u092d\u093e\u0932\u0924\u093e \u0939\u0948, \u0924\u093e\u0915\u093f \u091f\u0940\u092e\u0947\u0902 \u090f\u092a\u094d\u0932\u093f\u0915\u0947\u0936\u0928 \u0932\u0949\u091c\u093f\u0915 \u092a\u0930 \u0927\u094d\u092f\u093e\u0928 \u0915\u0947\u0902\u0926\u094d\u0930\u093f\u0924 \u0915\u0930 \u0938\u0915\u0947\u0902\u0964.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u092f\u0939 \u0938\u092e\u0940\u0915\u094d\u0937\u093e \u092c\u0924\u093e\u0924\u0940 \u0939\u0948 \u0915\u093f alwaysAI \u0935\u093e\u0938\u094d\u0924\u0935 \u092e\u0947\u0902 \u0915\u094d\u092f\u093e \u0915\u0930\u0924\u093e \u0939\u0948, \u092f\u0939 \u0915\u093f\u0938\u0915\u0947 \u0932\u093f\u090f \u092c\u0928\u093e\u092f\u093e \u0917\u092f\u093e \u0939\u0948, \u0914\u0930 \u0907\u0938\u0915\u0940 \u0916\u0942\u092c\u093f\u092f\u093e\u0901 \u0914\u0930 \u0915\u092e\u093f\u092f\u093e\u0901 \u0915\u094d\u092f\u093e \u0939\u0948\u0902\u0964 \u0939\u092e edgeIQ API, \u092e\u0949\u0921\u0932 \u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u0923 \u0915\u094d\u0937\u092e\u0924\u093e\u0913\u0902, \u090f\u091c \u092a\u0930\u093f\u0928\u093f\u092f\u094b\u091c\u0928 \u0935\u093f\u0915\u0932\u094d\u092a\u094b\u0902, \u092a\u094d\u0930\u0926\u0930\u094d\u0936\u0928 \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u0913\u0902 \u0914\u0930 \u0906\u0927\u093f\u0915\u093e\u0930\u093f\u0915 \u0926\u0938\u094d\u0924\u093e\u0935\u0947\u091c\u093c\u094b\u0902 \u0914\u0930 \u0938\u092e\u0941\u0926\u093e\u092f \u0915\u0947 \u0909\u0926\u093e\u0939\u0930\u0923\u094b\u0902 \u0938\u0947 \u0932\u093f\u090f \u0917\u090f \u0935\u093e\u0938\u094d\u0924\u0935\u093f\u0915 \u0909\u092a\u092f\u094b\u0917 \u0915\u0947 \u092e\u093e\u092e\u0932\u094b\u0902 \u092a\u0930 \u0935\u093f\u0938\u094d\u0924\u093e\u0930 \u0938\u0947 \u091a\u0930\u094d\u091a\u093e \u0915\u0930\u0947\u0902\u0917\u0947\u0964.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0909\u0926\u094d\u092f\u094b\u0917 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923\u094b\u0902 \u0915\u0947 \u0905\u0928\u0941\u0938\u093e\u0930, \u0915\u0902\u092a\u094d\u092f\u0942\u091f\u0930 \u0935\u093f\u091c\u093c\u0928 \u092c\u093e\u091c\u093e\u0930 2030 \u0924\u0915 19.81% \u0915\u0940 CAGR \u0938\u0947 \u092c\u0922\u093c\u0915\u0930 14.58.29 \u092c\u093f\u0932\u093f\u092f\u0928 \u0921\u0949\u0932\u0930 \u0924\u0915 \u092a\u0939\u0941\u0902\u091a\u0928\u0947 \u0915\u093e \u0905\u0928\u0941\u092e\u093e\u0928 \u0939\u0948\u0964 \u092f\u0939 \u0935\u0943\u0926\u094d\u0927\u093f \u0916\u0941\u0926\u0930\u093e, \u0935\u093f\u0928\u093f\u0930\u094d\u092e\u093e\u0923, \u0938\u094d\u0935\u093e\u0938\u094d\u0925\u094d\u092f \u0938\u0947\u0935\u093e \u0914\u0930 \u0938\u0941\u0930\u0915\u094d\u0937\u093e \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u094b\u0902 \u092e\u0947\u0902 \u0930\u0940\u092f\u0932-\u091f\u093e\u0907\u092e \u090f\u0928\u093e\u0932\u093f\u091f\u093f\u0915\u094d\u0938 \u0915\u0940 \u092e\u093e\u0902\u0917 \u0938\u0947 \u092a\u094d\u0930\u0947\u0930\u093f\u0924 \u0939\u0948\u2014\u0920\u0940\u0915 \u0935\u0939\u0940 \u0915\u094d\u0937\u0947\u0924\u094d\u0930 \u091c\u093f\u0928\u094d\u0939\u0947\u0902 alwaysAI \u0932\u0915\u094d\u0937\u093f\u0924 \u0915\u0930\u0924\u093e \u0939\u0948\u0964.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"564\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2026\/06\/1-convert.io_-11-1024x564.webp\" alt=\"\" class=\"wp-image-184039\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2026\/06\/1-convert.io_-11-1024x564.webp 1024w, https:\/\/flypix.ai\/wp-content\/uploads\/2026\/06\/1-convert.io_-11-300x165.webp 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2026\/06\/1-convert.io_-11-768x423.webp 768w, https:\/\/flypix.ai\/wp-content\/uploads\/2026\/06\/1-convert.io_-11-18x10.webp 18w, https:\/\/flypix.ai\/wp-content\/uploads\/2026\/06\/1-convert.io_-11.webp 1280w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">alwaysAI \u0915\u094d\u092f\u093e \u0939\u0948 \u0914\u0930 \u0907\u0938\u0947 \u0915\u093f\u0938\u0928\u0947 \u092c\u0928\u093e\u092f\u093e \u0939\u0948?<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">alwaysAI \u090f\u0915 \u0921\u0947\u0935\u0932\u092a\u0930 \u092a\u094d\u0932\u0947\u091f\u092b\u0949\u0930\u094d\u092e \u0939\u0948 \u091c\u093f\u0938\u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u090f\u091c \u0921\u093f\u0935\u093e\u0907\u0938 \u092a\u0930 \u0915\u0902\u092a\u094d\u092f\u0942\u091f\u0930 \u0935\u093f\u091c\u093c\u0928 \u090f\u092a\u094d\u0932\u093f\u0915\u0947\u0936\u0928 \u092c\u0928\u093e\u0928\u0947 \u0914\u0930 \u0924\u0948\u0928\u093e\u0924 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0915\u093f\u092f\u093e \u091c\u093e\u0924\u093e \u0939\u0948\u0964 \u092f\u0939 \u0911\u092c\u094d\u091c\u0947\u0915\u094d\u091f \u0921\u093f\u091f\u0947\u0915\u094d\u0936\u0928, \u092a\u094b\u091c\u093c \u090f\u0938\u094d\u091f\u093f\u092e\u0947\u0936\u0928, \u0938\u093f\u092e\u0947\u0902\u091f\u093f\u0915 \u0938\u0947\u0917\u092e\u0947\u0902\u091f\u0947\u0936\u0928, \u0907\u0902\u0938\u094d\u091f\u0947\u0902\u0938 \u0938\u0947\u0917\u092e\u0947\u0902\u091f\u0947\u0936\u0928 \u0914\u0930 \u0930\u0940-\u0906\u0907\u0921\u0947\u0902\u091f\u093f\u092b\u093f\u0915\u0947\u0936\u0928 \u091c\u0948\u0938\u0947 \u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u092e\u0949\u0921\u0932 \u0915\u094b \u090f\u091c\u0906\u0908\u0915\u094d\u092f\u0942 \u0928\u093e\u092e\u0915 \u092a\u093e\u092f\u0925\u0928 \u090f\u092a\u0940\u0906\u0908 \u092e\u0947\u0902 \u0938\u092e\u093e\u0939\u093f\u0924 \u0915\u0930\u0924\u093e \u0939\u0948\u0964.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0907\u0938 \u092a\u094d\u0932\u0947\u091f\u092b\u0949\u0930\u094d\u092e \u092e\u0947\u0902 \u0935\u093f\u0902\u0921\u094b\u091c \u0914\u0930 \u092e\u0948\u0915\u0913\u090f\u0938 \u0915\u0947 \u0932\u093f\u090f \u090f\u0915 \u0921\u0947\u0938\u094d\u0915\u091f\u0949\u092a \u090f\u092a\u094d\u0932\u093f\u0915\u0947\u0936\u0928, \u0932\u093f\u0928\u0915\u094d\u0938 \u0915\u0947 \u0932\u093f\u090f \u090f\u0915 \u0915\u092e\u093e\u0902\u0921-\u0932\u093e\u0907\u0928 \u0907\u0902\u091f\u0930\u092b\u0947\u0938, \u092a\u0942\u0930\u094d\u0935-\u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u093f\u0924 \u0928\u094d\u092f\u0942\u0930\u0932 \u0928\u0947\u091f\u0935\u0930\u094d\u0915 \u0915\u0947 \u0938\u093e\u0925 \u090f\u0915 \u092e\u0949\u0921\u0932 \u0915\u0948\u091f\u0932\u0949\u0917, \u090f\u0915 \u0915\u094d\u0932\u093e\u0909\u0921-\u0906\u0927\u093e\u0930\u093f\u0924 \u092e\u0949\u0921\u0932 \u091f\u094d\u0930\u0947\u0928\u093f\u0902\u0917 \u091f\u0942\u0932\u0915\u093f\u091f \u0914\u0930 \u0921\u093f\u0938\u094d\u092a\u094d\u0932\u0947 \u0915\u0947 \u092c\u093f\u0928\u093e \u0909\u092a\u0915\u0930\u0923\u094b\u0902 \u092a\u0930 \u0921\u093f\u092c\u0917\u093f\u0902\u0917 \u0915\u0947 \u0932\u093f\u090f \u0930\u0940\u092f\u0932-\u091f\u093e\u0907\u092e \u0938\u094d\u091f\u094d\u0930\u0940\u092e\u093f\u0902\u0917 \u091f\u0942\u0932 \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0902\u0964.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0906\u0927\u093f\u0915\u093e\u0930\u093f\u0915 \u0926\u0938\u094d\u0924\u093e\u0935\u0947\u091c\u093c \u0915\u0947 \u0905\u0928\u0941\u0938\u093e\u0930, alwaysAI \u0938\u094d\u0925\u093e\u0928\u0940\u092f \u092e\u0936\u0940\u0928\u094b\u0902, NVIDIA Jetson \u092c\u094b\u0930\u094d\u0921 (Nano, Xavier, Orin), Raspberry Pi, x86 \u090f\u091c \u0938\u0930\u094d\u0935\u0930 \u0914\u0930 \u0915\u0938\u094d\u091f\u092e ARM \u0921\u093f\u0935\u093e\u0907\u0938\u094b\u0902 \u092a\u0930 \u0921\u093f\u092a\u094d\u0932\u0949\u092f\u092e\u0947\u0902\u091f \u0915\u094b \u0938\u092a\u094b\u0930\u094d\u091f \u0915\u0930\u0924\u093e \u0939\u0948\u0964 CLI \u0915\u094b\u0921 \u0928\u093f\u0937\u094d\u092a\u093e\u0926\u0928 \u0915\u094b \u0928\u093f\u092f\u0902\u0924\u094d\u0930\u093f\u0924 \u0915\u0930\u0924\u093e \u0939\u0948: \u0906\u092a \u0932\u0948\u092a\u091f\u0949\u092a \u092a\u0930 \u0915\u094b\u0921 \u0932\u093f\u0916\u0924\u0947 \u0939\u0948\u0902, SSH \u092f\u093e USB \u0915\u0947 \u092e\u093e\u0927\u094d\u092f\u092e \u0938\u0947 \u090f\u091c \u0921\u093f\u0935\u093e\u0907\u0938 \u092a\u0930 \u0921\u093f\u092a\u094d\u0932\u0949\u092f \u0915\u0930\u0924\u0947 \u0939\u0948\u0902, \u0914\u0930 \u0906\u0909\u091f\u092a\u0941\u091f \u0915\u094b \u0935\u093e\u092a\u0938 \u0905\u092a\u0928\u0940 \u0921\u0947\u0935\u0932\u092a\u092e\u0947\u0902\u091f \u092e\u0936\u0940\u0928 \u092a\u0930 \u0938\u094d\u091f\u094d\u0930\u0940\u092e \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u092f\u0939 \u0915\u0902\u092a\u0928\u0940 \u0916\u0941\u0926 \u0915\u094b \u0909\u0928 \u0921\u0947\u0935\u0932\u092a\u0930\u094d\u0938 \u0915\u0947 \u0932\u093f\u090f \u090f\u0915 \u0938\u0947\u0924\u0941 \u0915\u0947 \u0930\u0942\u092a \u092e\u0947\u0902 \u092a\u094d\u0930\u0938\u094d\u0924\u0941\u0924 \u0915\u0930\u0924\u0940 \u0939\u0948 \u091c\u094b \u092a\u093e\u092f\u0925\u0928 \u091c\u093e\u0928\u0924\u0947 \u0939\u0948\u0902 \u0932\u0947\u0915\u093f\u0928 \u091f\u0947\u0928\u094d\u0938\u0930\u092b\u094d\u0932\u094b, \u092a\u093e\u092f\u091f\u0949\u0930\u094d\u091a, \u0913\u090f\u0928\u090f\u0928\u090f\u0915\u094d\u0938 \u0930\u0928\u091f\u093e\u0907\u092e \u0914\u0930 \u0939\u093e\u0930\u094d\u0921\u0935\u0947\u092f\u0930 \u090f\u0915\u094d\u0938\u0947\u0932\u0930\u0947\u0936\u0928 \u0932\u0947\u092f\u0930\u094d\u0938 \u0915\u094b \u092e\u0948\u0928\u094d\u092f\u0941\u0905\u0932 \u0930\u0942\u092a \u0938\u0947 \u092a\u094d\u0930\u092c\u0902\u0927\u093f\u0924 \u0928\u0939\u0940\u0902 \u0915\u0930\u0928\u093e \u091a\u093e\u0939\u0924\u0947 \u0939\u0948\u0902\u0964.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u092e\u0941\u0916\u094d\u092f \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u090f\u0902 \u0914\u0930 \u0915\u094d\u0937\u092e\u0924\u093e\u090f\u0902<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">alwaysAI \u0915\u0940 \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u0913\u0902 \u0915\u093e \u092e\u0941\u0916\u094d\u092f \u0909\u0926\u094d\u0926\u0947\u0936\u094d\u092f \u0938\u0902\u092a\u0942\u0930\u094d\u0923 \u091c\u0940\u0935\u0928\u091a\u0915\u094d\u0930 \u0915\u094b \u0938\u0930\u0932 \u092c\u0928\u093e\u0928\u093e \u0939\u0948: \u092e\u0949\u0921\u0932 \u091a\u092f\u0928, \u090f\u092a\u094d\u0932\u093f\u0915\u0947\u0936\u0928 \u0935\u093f\u0915\u093e\u0938, \u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u0923, \u092a\u0930\u093f\u0928\u093f\u092f\u094b\u091c\u0928 \u0914\u0930 \u0928\u093f\u0917\u0930\u093e\u0928\u0940\u0964.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u090f\u091c\u0906\u0908\u0915\u094d\u092f\u0942 \u090f\u092a\u0940\u0906\u0908<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">edgeIQ \u0932\u093e\u0907\u092c\u094d\u0930\u0947\u0930\u0940 \u0907\u0938 \u092a\u094d\u0932\u0947\u091f\u092b\u0949\u0930\u094d\u092e \u0915\u093e \u092e\u0941\u0916\u094d\u092f \u0906\u0927\u093e\u0930 \u0939\u0948\u0964 \u092f\u0939 \u092e\u0949\u0921\u0932 \u0907\u0928\u094d\u092b\u0930\u0947\u0902\u0938 \u0915\u094b Python \u0915\u094d\u0932\u093e\u0938 \u092e\u0947\u0902 \u0935\u093f\u092d\u093e\u091c\u093f\u0924 \u0915\u0930\u0924\u0940 \u0939\u0948 \u091c\u094b \u0915\u0949\u0928\u094d\u092b\u093c\u093f\u0917\u0930\u0947\u0936\u0928, \u092a\u094d\u0930\u0940\u092a\u094d\u0930\u094b\u0938\u0947\u0938\u093f\u0902\u0917 \u0914\u0930 \u092a\u094b\u0938\u094d\u091f-\u092a\u094d\u0930\u094b\u0938\u0947\u0938\u093f\u0902\u0917 \u0915\u093e \u0915\u093e\u092e \u0938\u0902\u092d\u093e\u0932\u0924\u0940 \u0939\u0948\u0902\u0964 \u0906\u0927\u093f\u0915\u093e\u0930\u093f\u0915 API \u0926\u0938\u094d\u0924\u093e\u0935\u0947\u091c\u093c \u092e\u0947\u0902 \u0907\u0928 \u092e\u0941\u0916\u094d\u092f \u0938\u0947\u0935\u093e\u0913\u0902 \u0915\u0940 \u0938\u0942\u091a\u0940 \u0926\u0940 \u0917\u0908 \u0939\u0948:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0935\u0930\u094d\u0917\u0940\u0915\u0930\u0923: <\/strong>\u090f\u0915\u0932-\u0932\u0947\u092c\u0932 \u0914\u0930 \u092c\u0939\u0941-\u0932\u0947\u092c\u0932 \u091b\u0935\u093f \u0935\u0930\u094d\u0917\u0940\u0915\u0930\u0923<\/li>\n\n\n\n<li><strong>\u0911\u092c\u094d\u091c\u0947\u0915\u094d\u091f \u0921\u093f\u091f\u0947\u0915\u094d\u0936\u0928:<\/strong> \u0906\u0924\u094d\u092e\u0935\u093f\u0936\u094d\u0935\u093e\u0938 \u0938\u094d\u0915\u094b\u0930 \u0915\u0947 \u0938\u093e\u0925 \u092c\u093e\u0909\u0902\u0921\u093f\u0902\u0917 \u092c\u0949\u0915\u094d\u0938 \u0921\u093f\u091f\u0947\u0915\u094d\u0936\u0928<\/li>\n\n\n\n<li><strong>\u0938\u093f\u092e\u0947\u0902\u091f\u093f\u0915 \u0938\u0947\u0917\u092e\u0947\u0902\u091f\u0947\u0936\u0928:<\/strong> \u092a\u093f\u0915\u094d\u0938\u0947\u0932-\u0938\u094d\u0924\u0930 \u0915\u094d\u0932\u093e\u0938 \u092e\u093e\u0938\u094d\u0915<\/li>\n\n\n\n<li><strong>\u0907\u0902\u0938\u094d\u091f\u0947\u0902\u0938 \u0938\u0947\u0917\u092e\u0947\u0902\u091f\u0947\u0936\u0928: <\/strong>\u092a\u094d\u0930\u0924\u093f-\u0935\u0938\u094d\u0924\u0941 \u092e\u093e\u0938\u094d\u0915 \u0914\u0930 \u092c\u093e\u0909\u0902\u0921\u093f\u0902\u0917 \u092c\u0949\u0915\u094d\u0938<\/li>\n\n\n\n<li><strong>\u092a\u094b\u091c\u093c \u090f\u0938\u094d\u091f\u093f\u092e\u0947\u0936\u0928: <\/strong>\u092e\u093e\u0928\u0935 \u0915\u0940\u092a\u0949\u0907\u0902\u091f \u092a\u0939\u091a\u093e\u0928 (17-\u092a\u0949\u0907\u0902\u091f COCO \u0938\u094d\u0915\u0947\u0932\u0947\u091f\u0928)<\/li>\n\n\n\n<li><strong>\u0911\u092c\u094d\u091c\u0947\u0915\u094d\u091f \u091f\u094d\u0930\u0948\u0915\u093f\u0902\u0917:<\/strong> \u092b\u094d\u0930\u0947\u092e\u094b\u0902 \u092e\u0947\u0902 \u0905\u0926\u094d\u0935\u093f\u0924\u0940\u092f \u0906\u0908\u0921\u0940 \u0915\u0947 \u0938\u093e\u0925 \u092e\u0932\u094d\u091f\u0940-\u0911\u092c\u094d\u091c\u0947\u0915\u094d\u091f \u091f\u094d\u0930\u0948\u0915\u093f\u0902\u0917<\/li>\n\n\n\n<li><strong>\u092a\u0941\u0928\u0903 \u092a\u0939\u091a\u093e\u0928: <\/strong>\u0915\u0948\u092e\u0930\u093e \u092b\u093c\u0940\u0921 \u092e\u0947\u0902 \u092e\u094c\u091c\u0942\u0926 \u0935\u0938\u094d\u0924\u0941\u0913\u0902 \u0915\u093e \u092e\u093f\u0932\u093e\u0928 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u092b\u093c\u0940\u091a\u0930 \u090f\u0915\u094d\u0938\u091f\u094d\u0930\u0948\u0915\u094d\u0936\u0928<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u092a\u094d\u0930\u0924\u094d\u092f\u0947\u0915 \u0938\u0947\u0935\u093e alwaysAI \u0915\u0948\u091f\u0932\u0949\u0917 \u0938\u0947 \u092a\u0942\u0930\u094d\u0935-\u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u093f\u0924 \u092e\u0949\u0921\u0932\u094b\u0902 \u0926\u094d\u0935\u093e\u0930\u093e \u0938\u092e\u0930\u094d\u0925\u093f\u0924 \u0939\u0948\u0964 \u0921\u0947\u0935\u0932\u092a\u0930 \u0915\u0947\u0935\u0932 \u090f\u0915 \u0915\u0949\u0928\u094d\u092b\u093c\u093f\u0917\u0930\u0947\u0936\u0928 \u092a\u0930\u093f\u0935\u0930\u094d\u0924\u0928 \u0915\u0947 \u0938\u093e\u0925 \u092e\u0949\u0921\u0932 \u092c\u0926\u0932 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964 \u0906\u0927\u093f\u0915\u093e\u0930\u093f\u0915 \u0938\u093e\u0907\u091f \u092a\u0930 \u090f\u0915 \u091f\u094d\u092f\u0942\u091f\u094b\u0930\u093f\u092f\u0932 (10 \u0905\u0915\u094d\u091f\u0942\u092c\u0930, 2019 \u0915\u094b \u092a\u094d\u0930\u0915\u093e\u0936\u093f\u0924) \u0915\u0947 \u0905\u0928\u0941\u0938\u093e\u0930, \u092e\u0949\u0921\u0932 \u092c\u0926\u0932\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0910\u092a \u0915\u0949\u0928\u094d\u092b\u093c\u093f\u0917\u0930\u0947\u0936\u0928 \u092b\u093c\u093e\u0907\u0932 \u0915\u094b \u0938\u0902\u0936\u094b\u0927\u093f\u0924 \u0915\u0930\u0928\u093e \u0906\u0935\u0936\u094d\u092f\u0915 \u0939\u0948\u2014\u0915\u094b\u0921 \u0915\u094b \u092b\u093f\u0930 \u0938\u0947 \u0932\u093f\u0916\u0928\u0947 \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0928\u0939\u0940\u0902 \u0939\u0948\u0964.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u090f\u0915\u094d\u0938\u0940\u0932\u0930\u0947\u091f\u0930 \u0914\u0930 \u0907\u0902\u091c\u0928 \u0938\u092a\u094b\u0930\u094d\u091f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u092f\u0939 \u092a\u094d\u0932\u0947\u091f\u092b\u093c\u0949\u0930\u094d\u092e \u0915\u0908 \u0907\u0928\u094d\u092b\u093c\u0930\u0947\u0902\u0938 \u0907\u0902\u091c\u0928 \u0914\u0930 \u0939\u093e\u0930\u094d\u0921\u0935\u0947\u092f\u0930 \u090f\u0915\u094d\u0938\u0947\u0932\u0947\u0930\u0947\u091f\u0930 \u0915\u094b \u0938\u092a\u094b\u0930\u094d\u091f \u0915\u0930\u0924\u093e \u0939\u0948\u0964 \u090f\u091c\u0906\u0908\u0915\u094d\u092f\u0942 \u0930\u093f\u0932\u0940\u091c\u093c \u0928\u094b\u091f\u094d\u0938 (\u0930\u093f\u0932\u0940\u091c\u093c 2.9.0, 17 \u091c\u0941\u0932\u093e\u0908, 2025 \u0915\u094b \u092a\u094d\u0930\u0915\u093e\u0936\u093f\u0924) \u0915\u0947 \u0905\u0928\u0941\u0938\u093e\u0930, \u0938\u092e\u0930\u094d\u0925\u093f\u0924 \u0935\u093f\u0915\u0932\u094d\u092a\u094b\u0902 \u092e\u0947\u0902 \u0928\u093f\u092e\u094d\u0928\u0932\u093f\u0916\u093f\u0924 \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0902:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>edgeiq.engine.DNN: <\/strong>\u0913\u092a\u0928\u0938\u0940\u0935\u0940 \u0921\u0940\u090f\u0928\u090f\u0928 \u092e\u0949\u0921\u094d\u092f\u0942\u0932 (\u0938\u0940\u092a\u0940\u092f\u0942)<\/li>\n\n\n\n<li><strong>edgeiq.engine.DNN_CUDA:<\/strong> NVIDIA GPUs \u092a\u0930 CUDA \u0924\u094d\u0935\u0930\u0923<\/li>\n\n\n\n<li><strong>edgeiq.accelerator.NVIDIA:<\/strong> \u091c\u0947\u091f\u0938\u0928 \u0909\u092a\u0915\u0930\u0923\u094b\u0902 \u092a\u0930 \u091f\u0947\u0902\u0938\u0930\u0906\u0930\u091f\u0940<\/li>\n\n\n\n<li><strong>edgeiq.accelerator.CORAL: <\/strong>\u0917\u0942\u0917\u0932 \u0915\u094b\u0930\u0932 \u090f\u091c \u091f\u0940\u092a\u0940\u092f\u0942<\/li>\n\n\n\n<li><strong>\u092c\u094d\u0932\u0947\u091c\u093c \u090f\u0915\u094d\u0938\u0947\u0932\u0947\u0930\u0947\u091f\u0930 \u0915\u093e\u0930\u094d\u0921: <\/strong>\u0930\u093f\u0932\u0940\u091c 2.9.0 \u092e\u0947\u0902 \u091c\u094b\u0921\u093c\u093e \u0917\u092f\u093e<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u0907\u0938\u0940 \u0930\u093f\u0932\u0940\u091c \u092e\u0947\u0902 Python 3.11 \u0914\u0930 3.12 \u0915\u093e \u0938\u092a\u094b\u0930\u094d\u091f \u091c\u094b\u0921\u093c\u093e \u0917\u092f\u093e \u0914\u0930 Python 3.7 \u0915\u094b \u0939\u091f\u093e \u0926\u093f\u092f\u093e \u0917\u092f\u093e\u0964 \u092f\u0939 \u0907\u0938 \u092c\u093e\u0924 \u0915\u093e \u0938\u0902\u0915\u0947\u0924 \u0939\u0948 \u0915\u093f \u092a\u094d\u0932\u0947\u091f\u092b\u0949\u0930\u094d\u092e \u092d\u093e\u0937\u093e \u0915\u0947 \u0935\u093f\u0915\u093e\u0938 \u0915\u0947 \u0938\u093e\u0925 \u0924\u093e\u0932\u092e\u0947\u0932 \u092c\u0928\u093e\u090f \u0930\u0916 \u0930\u0939\u093e \u0939\u0948\u0964.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u0935\u0940\u0921\u093f\u092f\u094b \u0938\u094d\u091f\u094d\u0930\u0940\u092e\u093f\u0902\u0917 \u0914\u0930 \u0921\u0947\u091f\u093e \u092a\u094d\u0930\u0926\u0930\u094d\u0936\u0928<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0938\u094d\u091f\u094d\u0930\u0940\u092e\u0930 \u0915\u094d\u0932\u093e\u0938 \u090f\u0915 \u0906\u092e \u0938\u092e\u0938\u094d\u092f\u093e \u0915\u093e \u0938\u092e\u093e\u0927\u093e\u0928 \u0915\u0930\u0924\u0940 \u0939\u0948: \u0939\u0947\u0921\u0932\u0947\u0938 \u0921\u093f\u0935\u093e\u0907\u0938 \u092a\u0930 \u0935\u093f\u091c\u093c\u0928 \u0915\u094b\u0921 \u0915\u094b \u0921\u0940\u092c\u0917 \u0915\u0948\u0938\u0947 \u0915\u093f\u092f\u093e \u091c\u093e\u090f?<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0906\u0927\u093f\u0915\u093e\u0930\u093f\u0915 \u090f\u092a\u094d\u0932\u0940\u0915\u0947\u0936\u0928 \u090f\u0928\u093e\u0932\u093f\u0938\u093f\u0938 \u0926\u0938\u094d\u0924\u093e\u0935\u0947\u091c\u093c \u0915\u0947 \u0905\u0928\u0941\u0938\u093e\u0930, \u0921\u0947\u0935\u0932\u092a\u0930 Streamer \u0915\u094b edgeiq.Streamer() \u092b\u093c\u0902\u0915\u094d\u0936\u0928 \u0938\u0947 \u0907\u0928\u093f\u0936\u093f\u092f\u0932\u093e\u0907\u091c\u093c \u0915\u0930\u0924\u0947 \u0939\u0948\u0902, \u092b\u093f\u0930 streamer.send_data(frame, text) \u092b\u093c\u0902\u0915\u094d\u0936\u0928 \u0915\u094b \u0915\u0949\u0932 \u0915\u0930\u0915\u0947 \u090f\u0928\u094b\u091f\u0947\u091f\u0947\u0921 \u0935\u0940\u0921\u093f\u092f\u094b \u092b\u093c\u094d\u0930\u0947\u092e \u0914\u0930 \u092e\u0947\u091f\u093e\u0921\u0947\u091f\u093e \u0915\u094b \u0935\u0947\u092c \u0907\u0902\u091f\u0930\u092b\u093c\u0947\u0938 \u092a\u0930 \u092d\u0947\u091c\u0924\u0947 \u0939\u0948\u0902\u0964 Streamer \u090f\u091c \u0921\u093f\u0935\u093e\u0907\u0938 \u092a\u0930 \u091a\u0932\u0924\u093e \u0939\u0948 \u0914\u0930 HTTP \u0915\u0947 \u092e\u093e\u0927\u094d\u092f\u092e \u0938\u0947 \u0935\u0940\u0921\u093f\u092f\u094b \u0926\u093f\u0916\u093e\u0924\u093e \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u0906\u092a \u0905\u092a\u0928\u0947 \u0932\u0948\u092a\u091f\u0949\u092a \u0915\u0947 \u092c\u094d\u0930\u093e\u0909\u091c\u093c\u0930 \u092e\u0947\u0902 \u0906\u0909\u091f\u092a\u0941\u091f \u0926\u0947\u0916 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u092f\u0939 \u0907\u0902\u091f\u0930\u092b\u093c\u0947\u0938 \u0930\u0940\u092f\u0932-\u091f\u093e\u0907\u092e FPS, \u092b\u093c\u094d\u0930\u0947\u092e \u090f\u0928\u094b\u091f\u0947\u0936\u0928 \u0914\u0930 \u0915\u0938\u094d\u091f\u092e \u091f\u0947\u0915\u094d\u0938\u094d\u091f \u0913\u0935\u0930\u0932\u0947 \u092a\u094d\u0930\u0926\u0930\u094d\u0936\u093f\u0924 \u0915\u0930\u0924\u093e \u0939\u0948\u0964 FPS \u0915\u094d\u0932\u093e\u0938 \u092a\u0930\u092b\u093c\u0949\u0930\u094d\u092e\u0947\u0902\u0938 \u092a\u094d\u0930\u094b\u092b\u093c\u093e\u0907\u0932\u093f\u0902\u0917 \u0915\u0947 \u0932\u093f\u090f num_frames \u0935\u093f\u0936\u0947\u0937\u0924\u093e \u0915\u0947 \u0938\u093e\u0925 \u092b\u093c\u094d\u0930\u0947\u092e \u0926\u0930 \u0915\u094b \u091f\u094d\u0930\u0948\u0915 \u0915\u0930\u0924\u093e \u0939\u0948\u0964.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0935\u0940\u0921\u093f\u092f\u094b \u0907\u0928\u092a\u0941\u091f \u0915\u0947 \u0932\u093f\u090f, alwaysAI \u0935\u0940\u0921\u093f\u092f\u094b\u0938\u094d\u091f\u094d\u0930\u0940\u092e \u0915\u094d\u0932\u093e\u0938 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u093e \u0939\u0948 \u091c\u094b \u0935\u0947\u092c\u0915\u0948\u092e, RTSP \u0938\u094d\u091f\u094d\u0930\u0940\u092e, \u0935\u0940\u0921\u093f\u092f\u094b \u092b\u093c\u093e\u0907\u0932 \u0914\u0930 GStreamer \u092a\u093e\u0907\u092a\u0932\u093e\u0907\u0928 \u0915\u094b \u090f\u0915 \u0939\u0940 \u0907\u0902\u091f\u0930\u092b\u093c\u0947\u0938 \u0915\u0947 \u0905\u0902\u0924\u0930\u094d\u0917\u0924 \u090f\u0915\u0940\u0915\u0943\u0924 \u0915\u0930\u0924\u093e \u0939\u0948\u0964 \u0930\u093f\u0932\u0940\u091c\u093c 2.9.0 \u0928\u0947 \u0905\u0927\u093f\u0915 \u0932\u091a\u0940\u0932\u0947\u092a\u0928 \u0915\u0947 \u0932\u093f\u090f GStreamerVideoStream \u0915\u094b WebcamVideoStream \u0938\u0947 \u0905\u0932\u0917 \u0915\u0930 \u0926\u093f\u092f\u093e \u0939\u0948\u0964.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"566\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2026\/06\/2-convert.io_-5-1024x566.webp\" alt=\"\" class=\"wp-image-184040\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2026\/06\/2-convert.io_-5-1024x566.webp 1024w, https:\/\/flypix.ai\/wp-content\/uploads\/2026\/06\/2-convert.io_-5-300x166.webp 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2026\/06\/2-convert.io_-5-768x424.webp 768w, https:\/\/flypix.ai\/wp-content\/uploads\/2026\/06\/2-convert.io_-5-18x10.webp 18w, https:\/\/flypix.ai\/wp-content\/uploads\/2026\/06\/2-convert.io_-5.webp 1280w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">\u092e\u0949\u0921\u0932 \u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u0923 \u091f\u0942\u0932\u0915\u093f\u091f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u092e\u0949\u0921\u0932 \u091f\u094d\u0930\u0947\u0928\u093f\u0902\u0917 \u091f\u0942\u0932\u0915\u093f\u091f \u091f\u0940\u092e\u094b\u0902 \u0915\u094b \u0915\u094d\u0932\u093e\u0909\u0921 \u092e\u0947\u0902 \u0915\u0938\u094d\u091f\u092e \u0911\u092c\u094d\u091c\u0947\u0915\u094d\u091f \u0921\u093f\u091f\u0947\u0915\u094d\u0936\u0928 \u092e\u0949\u0921\u0932 \u0915\u094b \u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u093f\u0924 \u0915\u0930\u0928\u0947 \u0915\u0940 \u0938\u0941\u0935\u093f\u0927\u093e \u0926\u0947\u0924\u093e \u0939\u0948\u0964 \u0906\u0927\u093f\u0915\u093e\u0930\u093f\u0915 \u092e\u0949\u0921\u0932 \u091f\u094d\u0930\u0947\u0928\u093f\u0902\u0917 \u0926\u0938\u094d\u0924\u093e\u0935\u0947\u091c\u093c \u0915\u0947 \u0905\u0928\u0941\u0938\u093e\u0930, \u0915\u093e\u0930\u094d\u092f\u092a\u094d\u0930\u0923\u093e\u0932\u0940 \u0907\u0938 \u092a\u094d\u0930\u0915\u093e\u0930 \u0939\u0948:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u091b\u0935\u093f \u0921\u0947\u091f\u093e \u0909\u0924\u094d\u092a\u0928\u094d\u0928 \u0915\u0930\u0947\u0902 \u092f\u093e \u090f\u0915\u0924\u094d\u0930 \u0915\u0930\u0947\u0902<\/li>\n\n\n\n<li>\u0911\u092c\u094d\u091c\u0947\u0915\u094d\u091f\u094d\u0938 \u0915\u094b \u092c\u093e\u0909\u0902\u0921\u093f\u0902\u0917 \u092c\u0949\u0915\u094d\u0938 \u0915\u0947 \u0938\u093e\u0925 \u090f\u0928\u094b\u091f\u0947\u091f \u0915\u0930\u0947\u0902 (COCO \u092f\u093e MOT \u092b\u0949\u0930\u094d\u092e\u0947\u091f \u0938\u092e\u0930\u094d\u0925\u093f\u0924 \u0939\u0948\u0902)<\/li>\n\n\n\n<li>\u0921\u0947\u091f\u093e\u0938\u0947\u091f \u0915\u094b alwaysAI \u0915\u0947 \u0915\u094d\u0932\u093e\u0909\u0921 \u092a\u0930 \u0905\u092a\u0932\u094b\u0921 \u0915\u0930\u0947\u0902<\/li>\n\n\n\n<li>\u090f\u0915 \u092c\u0947\u0938 \u092e\u0949\u0921\u0932 \u091a\u0941\u0928\u0947\u0902 (\u090f\u0938\u090f\u0938\u0921\u0940 \u092e\u094b\u092c\u093e\u0907\u0932\u0928\u0947\u091f, \u092f\u094b\u0932\u094b \u0935\u0947\u0930\u093f\u090f\u0902\u091f \u0906\u0926\u093f)<\/li>\n\n\n\n<li>\u0921\u0948\u0936\u092c\u094b\u0930\u094d\u0921 \u092f\u093e CLI \u0915\u0947 \u092e\u093e\u0927\u094d\u092f\u092e \u0938\u0947 \u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u0923 \u0936\u0941\u0930\u0942 \u0915\u0930\u0947\u0902<\/li>\n\n\n\n<li>\u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u093f\u0924 \u092e\u0949\u0921\u0932 \u0921\u093e\u0909\u0928\u0932\u094b\u0921 \u0915\u0930\u0947\u0902 \u092f\u093e \u0907\u0938\u0947 \u0938\u0940\u0927\u0947 alwaysAI \u092e\u0949\u0921\u0932 \u0915\u0948\u091f\u0932\u0949\u0917 \u092e\u0947\u0902 \u0924\u0948\u0928\u093e\u0924 \u0915\u0930\u0947\u0902\u0964<\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\">\u092f\u0939 \u091f\u0942\u0932\u0915\u093f\u091f \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u0935\u0930\u094d\u091c\u0928\u093f\u0902\u0917 \u0914\u0930 \u0939\u093e\u0907\u092a\u0930\u092a\u0948\u0930\u093e\u092e\u0940\u091f\u0930 \u091f\u094d\u092f\u0942\u0928\u093f\u0902\u0917 \u0915\u094b \u0938\u0902\u092d\u093e\u0932\u0924\u093e \u0939\u0948\u0964 \u091f\u094d\u0930\u0947\u0928\u093f\u0902\u0917 \u092a\u0942\u0930\u0940 \u0939\u094b\u0928\u0947 \u0915\u0947 \u092c\u093e\u0926, \u0906\u092a \u0909\u0938\u0940 \u090f\u091c\u0906\u0908\u0915\u094d\u092f\u0942 \u090f\u092a\u0940\u0906\u0908 \u0915\u0949\u0932 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0915\u0947 \u092e\u0949\u0921\u0932 \u0915\u093e \u0938\u094d\u0925\u093e\u0928\u0940\u092f \u0930\u0942\u092a \u0938\u0947 \u092f\u093e \u090f\u091c \u0921\u093f\u0935\u093e\u0907\u0938 \u092a\u0930 \u092a\u0930\u0940\u0915\u094d\u0937\u0923 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0930\u093f\u0932\u0940\u091c 2.9.0 \u092e\u0947\u0902 \u090f\u0928\u094b\u091f\u0947\u091f\u0947\u0921 \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u0915\u094b \u0932\u094b\u0921 \u0915\u0930\u0928\u0947 \u0915\u094b \u0938\u0930\u0932 \u092c\u0928\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f start_frame \u0914\u0930 end_frame \u092a\u0948\u0930\u093e\u092e\u0940\u091f\u0930 \u0915\u0947 \u0938\u093e\u0925 parse_coco_annotations() \u0914\u0930 parse_mot_annotations() \u0938\u0939\u093e\u092f\u0915 \u092b\u093c\u0902\u0915\u094d\u0936\u0928 \u091c\u094b\u0921\u093c\u0947 \u0917\u090f \u0939\u0948\u0902\u0964.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u091c\u093c\u094b\u0928 \u0938\u0902\u092a\u093e\u0926\u0915<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u091c\u093c\u094b\u0928 \u090f\u0921\u093f\u091f\u0930 \u0915\u0948\u092e\u0930\u093e \u092b\u094d\u0930\u0947\u092e \u092e\u0947\u0902 \u0930\u0941\u091a\u093f \u0915\u0947 \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u094b\u0902 \u0915\u094b \u092a\u0930\u093f\u092d\u093e\u0937\u093f\u0924 \u0915\u0930\u0928\u0947 \u0915\u093e \u090f\u0915 \u0926\u0943\u0936\u094d\u092f \u0909\u092a\u0915\u0930\u0923 \u0939\u0948\u0964 \u0906\u0927\u093f\u0915\u093e\u0930\u093f\u0915 \u0938\u093e\u0907\u091f \u092a\u0930 \u0939\u093e\u0932 \u0939\u0940 \u092e\u0947\u0902 \u092a\u094d\u0930\u0915\u093e\u0936\u093f\u0924 \u090f\u0915 \u091f\u094d\u092f\u0942\u091f\u094b\u0930\u093f\u092f\u0932 \u0915\u0947 \u0905\u0928\u0941\u0938\u093e\u0930, \u092f\u0939 \u0921\u0947\u0935\u0932\u092a\u0930\u094d\u0938 \u0915\u094b \u090f\u0915 \u0938\u0902\u0926\u0930\u094d\u092d \u092b\u094d\u0930\u0947\u092e \u092a\u0930 \u092c\u0939\u0941\u092d\u0941\u091c \u092c\u0928\u093e\u0928\u0947, \u092a\u094d\u0930\u0924\u094d\u092f\u0947\u0915 \u091c\u093c\u094b\u0928 \u0915\u094b \u0932\u0947\u092c\u0932 \u0915\u0930\u0928\u0947 \u0914\u0930 \u0928\u093f\u0930\u094d\u0926\u0947\u0936\u093e\u0902\u0915\u094b\u0902 \u0915\u094b JSON \u0915\u0947 \u0930\u0942\u092a \u092e\u0947\u0902 \u0928\u093f\u0930\u094d\u092f\u093e\u0924 \u0915\u0930\u0928\u0947 \u0915\u0940 \u0938\u0941\u0935\u093f\u0927\u093e \u0926\u0947\u0924\u093e \u0939\u0948\u0964.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u091c\u093c\u094b\u0928 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0905\u0932\u0930\u094d\u091f \u091f\u094d\u0930\u093f\u0917\u0930 \u0915\u0930\u0928\u0947 (&quot;\u091c\u093c\u094b\u0928 A \u092e\u0947\u0902 \u0935\u094d\u092f\u0915\u094d\u0924\u093f \u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e\u0928\u093e&quot;), \u0921\u093f\u091f\u0947\u0915\u094d\u0936\u0928 \u0915\u094b \u092b\u093c\u093f\u0932\u094d\u091f\u0930 \u0915\u0930\u0928\u0947 \u092f\u093e \u0915\u094d\u0937\u0947\u0924\u094d\u0930 \u0915\u0947 \u0905\u0928\u0941\u0938\u093e\u0930 \u090f\u0928\u093e\u0932\u093f\u091f\u093f\u0915\u094d\u0938 \u0915\u094b \u0935\u093f\u092d\u093e\u091c\u093f\u0924 \u0915\u0930\u0928\u0947 (&quot;\u091c\u093c\u094b\u0928 B \u092c\u0928\u093e\u092e \u091c\u093c\u094b\u0928 C \u092e\u0947\u0902 \u092a\u094d\u0930\u0935\u0947\u0936 \u0915\u0930\u0928\u0947 \u0935\u093e\u0932\u0940 \u0915\u093e\u0930\u094b\u0902 \u0915\u0940 \u0938\u0902\u0916\u094d\u092f\u093e \u0917\u093f\u0928\u0928\u093e&quot;) \u0915\u0947 \u0932\u093f\u090f \u0915\u093f\u092f\u093e \u091c\u093e\u0924\u093e \u0939\u0948\u0964 \u092f\u0939 \u090f\u0921\u093f\u091f\u0930 \u0921\u0947\u0938\u094d\u0915\u091f\u0949\u092a \u090f\u092a\u094d\u0932\u093f\u0915\u0947\u0936\u0928 \u092e\u0947\u0902 \u091a\u0932\u0924\u093e \u0939\u0948 \u0914\u0930 \u0930\u0928\u091f\u093e\u0907\u092e \u091c\u093e\u0901\u091a \u0915\u0947 \u0932\u093f\u090f \u090f\u091c\u0906\u0908\u0915\u094d\u092f\u0942 \u091c\u093c\u094b\u0928 \u0915\u094d\u0932\u093e\u0938 \u0915\u0947 \u0938\u093e\u0925 \u090f\u0915\u0940\u0915\u0943\u0924 \u0939\u094b\u0924\u093e \u0939\u0948\u0964.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0914\u0930 \u0907\u0935\u0947\u0902\u091f \u0932\u0949\u0917\u093f\u0902\u0917<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u090f\u0928\u093e\u0932\u093f\u091f\u093f\u0915\u094d\u0938 \u092e\u0949\u0921\u094d\u092f\u0942\u0932 \u0938\u092e\u092f \u0915\u0947 \u0938\u093e\u0925 \u0939\u094b\u0928\u0947 \u0935\u093e\u0932\u0940 \u0918\u091f\u0928\u093e\u0913\u0902 \u0915\u094b \u091f\u094d\u0930\u0948\u0915 \u0915\u0930\u0924\u093e \u0939\u0948: \u0935\u0938\u094d\u0924\u0941\u0913\u0902 \u0915\u0940 \u0938\u0902\u0916\u094d\u092f\u093e, \u0920\u0939\u0930\u093e\u0935 \u0915\u093e \u0938\u092e\u092f, \u092a\u094d\u0930\u0935\u0947\u0936\/\u0928\u093f\u0915\u093e\u0938 \u0915\u0940 \u0918\u091f\u0928\u093e\u090f\u0902 \u0914\u0930 \u092a\u094d\u0930\u0915\u094d\u0937\u0947\u092a \u092a\u0925 \u0921\u0947\u091f\u093e\u0964 \u0930\u093f\u0932\u0940\u091c\u093c 2.9.0 \u092e\u0947\u0902 \u091f\u093e\u0907\u092e\u0938\u094d\u091f\u0948\u092e\u094d\u092a \u0909\u092a\u092f\u094b\u0917\u093f\u0924\u093e\u090f\u0901 \u091c\u094b\u0921\u093c\u0940 \u0917\u0908\u0902: generate_timestamp(), validate_timestamp(), convert_timestamp_to_datetime() \u0914\u0930 convert_timestamp_to_system_seconds()\u0964.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0932\u094b\u0921_\u090f\u0928\u093e\u0932\u093f\u091f\u093f\u0915\u094d\u0938_\u0930\u093f\u091c\u0932\u094d\u091f\u094d\u0938() \u092b\u093c\u0902\u0915\u094d\u0936\u0928 \u092e\u0947\u0902 \u0932\u094b\u0921 \u0915\u093f\u090f \u091c\u093e\u0928\u0947 \u0935\u093e\u0932\u0947 \u0930\u093f\u0915\u0949\u0930\u094d\u0921 \u0915\u0940 \u0938\u0902\u0916\u094d\u092f\u093e \u0915\u094b \u0938\u0940\u092e\u093f\u0924 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u090f\u0915 num_logs \u092a\u0948\u0930\u093e\u092e\u0940\u091f\u0930 \u091c\u094b\u0921\u093c\u093e \u0917\u092f\u093e \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u092c\u0921\u093c\u0940 \u090f\u0928\u093e\u0932\u093f\u091f\u093f\u0915\u094d\u0938 \u092b\u093c\u093e\u0907\u0932\u094b\u0902 \u0915\u094b \u0938\u0902\u0938\u093e\u0927\u093f\u0924 \u0915\u0930\u0924\u0947 \u0938\u092e\u092f \u092e\u0947\u092e\u094b\u0930\u0940 \u0913\u0935\u0930\u0939\u0947\u0921 \u0915\u092e \u0939\u094b \u091c\u093e\u0924\u093e \u0939\u0948\u0964.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0921\u0947\u0935\u0932\u092a\u0930\u094d\u0938 \u090f\u0928\u093e\u0932\u093f\u091f\u093f\u0915\u094d\u0938 \u0915\u094b CSV \u092f\u093e JSON \u092b\u0949\u0930\u094d\u092e\u0947\u091f \u092e\u0947\u0902 \u090f\u0915\u094d\u0938\u092a\u094b\u0930\u094d\u091f \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902 \u0924\u093e\u0915\u093f \u092c\u093e\u0926 \u092e\u0947\u0902 BI \u091f\u0942\u0932\u094d\u0938 \u092e\u0947\u0902 \u0907\u0938\u0915\u093e \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u093f\u092f\u093e \u091c\u093e \u0938\u0915\u0947\u0964.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u0938\u0947\u091f\u0905\u092a \u0915\u0930\u0928\u093e \u0914\u0930 \u0936\u0941\u0930\u0941\u0906\u0924 \u0915\u0930\u0928\u093e<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0938\u094d\u0925\u093e\u092a\u0928\u093e \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u092a\u094d\u0932\u0947\u091f\u092b\u093c\u0949\u0930\u094d\u092e \u0915\u0947 \u0905\u0928\u0941\u0938\u093e\u0930 \u092d\u093f\u0928\u094d\u0928 \u0939\u094b\u0924\u0940 \u0939\u0948\u0964 \u0935\u093f\u0902\u0921\u094b\u091c\u093c \u0914\u0930 macOS \u0915\u0947 \u0932\u093f\u090f, \u0906\u0927\u093f\u0915\u093e\u0930\u093f\u0915 \u0921\u0947\u0935\u0932\u092a\u092e\u0947\u0902\u091f \u0915\u0902\u092a\u094d\u092f\u0942\u091f\u0930 \u0938\u0947\u091f\u0905\u092a \u0926\u0938\u094d\u0924\u093e\u0935\u0947\u091c\u093c \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e\u0913\u0902 \u0915\u094b \u0911\u0932-\u0907\u0928-\u0935\u0928 \u0907\u0902\u0938\u094d\u091f\u0949\u0932\u0930 \u0921\u093e\u0909\u0928\u0932\u094b\u0921 \u0915\u0930\u0928\u0947 \u0915\u093e \u0928\u093f\u0930\u094d\u0926\u0947\u0936 \u0926\u0947\u0924\u093e \u0939\u0948, \u091c\u093f\u0938\u092e\u0947\u0902 CLI \u0914\u0930 \u0921\u0947\u0938\u094d\u0915\u091f\u0949\u092a \u0910\u092a \u0926\u094b\u0928\u094b\u0902 \u0936\u093e\u092e\u093f\u0932 \u0939\u094b\u0924\u0947 \u0939\u0948\u0902\u0964.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Linux \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0936\u0947\u0932 \u0938\u094d\u0915\u094d\u0930\u093f\u092a\u094d\u091f \u092f\u093e \u092a\u0948\u0915\u0947\u091c \u092e\u0948\u0928\u0947\u091c\u0930 \u0915\u0947 \u092e\u093e\u0927\u094d\u092f\u092e \u0938\u0947 CLI \u0907\u0902\u0938\u094d\u091f\u0949\u0932 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964 \u0907\u0902\u0938\u094d\u091f\u0949\u0932\u0947\u0936\u0928 \u0915\u0947 \u092c\u093e\u0926, \u091f\u0930\u094d\u092e\u093f\u0928\u0932 \u092e\u0947\u0902 aai -v \u0915\u092e\u093e\u0902\u0921 \u091a\u0932\u093e\u0928\u0947 \u092a\u0930 \u0935\u0930\u094d\u0936\u0928 \u0938\u094d\u091f\u094d\u0930\u093f\u0902\u0917 (\u091c\u0948\u0938\u0947, 0.5.30) \u092a\u094d\u0930\u093f\u0902\u091f \u0939\u094b \u091c\u093e\u090f\u0917\u0940\u0964.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0928\u094b\u091f: WSL \u0914\u0930 WSL 2 \u0935\u0930\u094d\u0924\u092e\u093e\u0928 \u092e\u0947\u0902 \u0938\u092e\u0930\u094d\u0925\u093f\u0924 \u0928\u0939\u0940\u0902 \u0939\u0948\u0902, \u0915\u094d\u092f\u094b\u0902\u0915\u093f \u0907\u0928\u092e\u0947\u0902 \u0915\u0948\u092e\u0930\u093e \u0914\u0930 USB \u090f\u0915\u094d\u0938\u0947\u0932\u0947\u0930\u0947\u091f\u0930 \u091c\u0948\u0938\u0947 \u0939\u093e\u0930\u094d\u0921\u0935\u0947\u092f\u0930 \u0909\u092a\u0915\u0930\u0923\u094b\u0902 \u0924\u0915 \u0938\u0940\u0927\u0940 \u092a\u0939\u0941\u0902\u091a \u0915\u093e \u0905\u092d\u093e\u0935 \u0939\u0948\u0964.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u090f\u0915 \u092c\u093e\u0930 \u0907\u0902\u0938\u094d\u091f\u0949\u0932 \u0939\u094b \u091c\u093e\u0928\u0947 \u0915\u0947 \u092c\u093e\u0926, CLI \u0921\u0947\u0935\u0932\u092a\u0930\u094d\u0938 \u0915\u094b \u090f\u0915 \u0928\u092f\u093e \u092a\u094d\u0930\u094b\u091c\u0947\u0915\u094d\u091f \u092c\u0928\u093e\u0928\u0947, \u0932\u0915\u094d\u0937\u094d\u092f \u0921\u093f\u0935\u093e\u0907\u0938 (\u0938\u094d\u0925\u093e\u0928\u0940\u092f \u092f\u093e \u0930\u093f\u092e\u094b\u091f) \u0915\u094b \u0915\u0949\u0928\u094d\u092b\u093c\u093f\u0917\u0930 \u0915\u0930\u0928\u0947, \u090f\u0915 \u0938\u094d\u091f\u093e\u0930\u094d\u091f\u0930 \u0910\u092a \u091a\u0941\u0928\u0928\u0947 \u0914\u0930 \u0909\u0938\u0947 \u0921\u093f\u092a\u094d\u0932\u0949\u092f \u0915\u0930\u0928\u0947 \u0915\u0940 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u092e\u0947\u0902 \u092e\u093e\u0930\u094d\u0917\u0926\u0930\u094d\u0936\u0928 \u0915\u0930\u0924\u093e \u0939\u0948\u0964 \u0906\u0927\u093f\u0915\u093e\u0930\u093f\u0915 \u091f\u094d\u092f\u0942\u091f\u094b\u0930\u093f\u092f\u0932 &quot;\u0915\u0941\u091b \u0939\u0940 \u092e\u093f\u0928\u091f\u094b\u0902 \u092e\u0947\u0902 \u090f\u0915 \u0930\u093f\u092f\u0932-\u091f\u093e\u0907\u092e \u0911\u092c\u094d\u091c\u0947\u0915\u094d\u091f \u0921\u093f\u091f\u0947\u0915\u094d\u091f\u0930 \u0938\u094d\u091f\u093e\u0930\u094d\u091f\u0930 \u0910\u092a \u0915\u0948\u0938\u0947 \u091a\u0932\u093e\u090f\u0902&quot; (10 \u0905\u0915\u094d\u091f\u0942\u092c\u0930, 2019 \u0915\u094b \u092a\u094d\u0930\u0915\u093e\u0936\u093f\u0924) \u0907\u0938 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u0915\u093e \u0935\u093f\u0938\u094d\u0924\u0943\u0924 \u0935\u093f\u0935\u0930\u0923 \u0926\u0947\u0924\u093e \u0939\u0948:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u092a\u094d\u0930\u094b\u091c\u0947\u0915\u094d\u091f \u0938\u0947\u091f\u0905\u092a \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f aai app configure \u091a\u0932\u093e\u090f\u0901\u0964<\/li>\n\n\n\n<li>\u090f\u0915 \u092a\u094d\u0930\u093e\u0930\u0902\u092d\u093f\u0915 \u091f\u0947\u092e\u094d\u092a\u0932\u0947\u091f \u091a\u0941\u0928\u0947\u0902 (\u0935\u0938\u094d\u0924\u0941 \u092a\u0939\u091a\u093e\u0928, \u092e\u0941\u0926\u094d\u0930\u093e \u0905\u0928\u0941\u092e\u093e\u0928, \u0906\u0926\u093f)<\/li>\n\n\n\n<li>\u092e\u0949\u0921\u0932 \u092b\u093c\u093e\u0907\u0932\u0947\u0902 \u0921\u093e\u0909\u0928\u0932\u094b\u0921 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f aai \u0910\u092a \u0907\u0902\u0938\u094d\u091f\u0949\u0932 \u091a\u0932\u093e\u090f\u0901<\/li>\n\n\n\n<li>\u0910\u092a \u0932\u0949\u0928\u094d\u091a \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f aai app start \u0915\u092e\u093e\u0902\u0921 \u091a\u0932\u093e\u090f\u0902\u0964<\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\">\u0938\u094d\u091f\u093e\u0930\u094d\u091f\u0930 \u0910\u092a \u0921\u093f\u092b\u093c\u0949\u0932\u094d\u091f \u0930\u0942\u092a \u0938\u0947 \u0938\u094d\u0925\u093e\u0928\u0940\u092f \u0930\u0942\u092a \u0938\u0947 \u091a\u0932\u0924\u093e \u0939\u0948\u0964 \u090f\u091c \u0921\u093f\u0935\u093e\u0907\u0938 \u092a\u0930 \u0921\u093f\u092a\u094d\u0932\u0949\u092f \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f, aai app configure \u2013target \u0915\u092e\u093e\u0902\u0921 \u0915\u0947 \u091c\u093c\u0930\u093f\u090f SSH \u0915\u094d\u0930\u0947\u0921\u0947\u0902\u0936\u093f\u092f\u0932 \u0915\u0949\u0928\u094d\u092b\u093c\u093f\u0917\u0930 \u0915\u0930\u0947\u0902, \u092b\u093f\u0930 \u0935\u0939\u0940 \u0938\u094d\u091f\u093e\u0930\u094d\u091f \u0915\u092e\u093e\u0902\u0921 \u091a\u0932\u093e\u090f\u0901\u2014CLI \u092b\u093c\u093e\u0907\u0932 \u091f\u094d\u0930\u093e\u0902\u0938\u092b\u0930 \u0914\u0930 \u0930\u093f\u092e\u094b\u091f \u090f\u0917\u094d\u091c\u0940\u0915\u094d\u092f\u0942\u0936\u0928 \u0915\u094b \u0938\u0902\u092d\u093e\u0932\u0924\u093e \u0939\u0948\u0964.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"490\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2026\/06\/1-convert.io_-12-1024x490.webp\" alt=\"\" class=\"wp-image-184041\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2026\/06\/1-convert.io_-12-1024x490.webp 1024w, https:\/\/flypix.ai\/wp-content\/uploads\/2026\/06\/1-convert.io_-12-300x143.webp 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2026\/06\/1-convert.io_-12-768x367.webp 768w, https:\/\/flypix.ai\/wp-content\/uploads\/2026\/06\/1-convert.io_-12-18x9.webp 18w, https:\/\/flypix.ai\/wp-content\/uploads\/2026\/06\/1-convert.io_-12.webp 1280w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u0935\u093e\u0938\u094d\u0924\u0935\u093f\u0915 \u0926\u0941\u0928\u093f\u092f\u093e \u092e\u0947\u0902 \u0909\u092a\u092f\u094b\u0917 \u0915\u0947 \u092e\u093e\u092e\u0932\u0947<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">alwaysAI \u0905\u092a\u0928\u0947 \u092c\u094d\u0932\u0949\u0917 \u092a\u0930 \u0915\u0947\u0938 \u0938\u094d\u091f\u0921\u0940 \u0914\u0930 \u0938\u093e\u092e\u0941\u0926\u093e\u092f\u093f\u0915 \u0915\u0939\u093e\u0928\u093f\u092f\u093e\u0901 \u092a\u094d\u0930\u0915\u093e\u0936\u093f\u0924 \u0915\u0930\u0924\u093e \u0939\u0948\u0964 \u090f\u0915 \u0909\u0932\u094d\u0932\u0947\u0916\u0928\u0940\u092f \u0909\u0926\u093e\u0939\u0930\u0923: \u090f\u0915 \u0939\u093e\u0908 \u0938\u094d\u0915\u0942\u0932 \u0915\u0947 \u091b\u093e\u0924\u094d\u0930 \u0928\u0947 alwaysAI \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0915\u0947 \u090f\u0915 \u0930\u094b\u092c\u094b\u091f \u0915\u094b \u0926\u0943\u0936\u094d\u092f \u0935\u0938\u094d\u0924\u0941 \u092a\u0939\u091a\u093e\u0928 \u0915\u094d\u0937\u092e\u0924\u093e\u090f\u0901 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0940\u0902\u0964 \u0915\u0947\u0938 \u0938\u094d\u091f\u0921\u0940 \u0915\u0947 \u0905\u0928\u0941\u0938\u093e\u0930, \u091b\u093e\u0924\u094d\u0930 \u0915\u094b \u0915\u0902\u092a\u094d\u092f\u0942\u091f\u0930 \u0935\u093f\u091c\u093c\u0928 \u0915\u093e \u0915\u094b\u0908 \u092a\u0942\u0930\u094d\u0935 \u0905\u0928\u0941\u092d\u0935 \u0928\u0939\u0940\u0902 \u0925\u093e, \u0932\u0947\u0915\u093f\u0928 \u0909\u0938\u0928\u0947 \u0938\u094d\u091f\u093e\u0930\u094d\u091f\u0930 \u0910\u092a\u094d\u0938 \u0914\u0930 \u092e\u0949\u0921\u0932 \u0915\u0948\u091f\u0932\u0949\u0917 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0915\u0947 \u090f\u0915 \u0938\u092a\u094d\u0924\u093e\u0939\u093e\u0902\u0924 \u092e\u0947\u0902 \u0930\u094b\u092c\u094b\u091f\u093f\u0915\u094d\u0938 \u092a\u094d\u0930\u094b\u091c\u0947\u0915\u094d\u091f \u092e\u0947\u0902 \u0911\u092c\u094d\u091c\u0947\u0915\u094d\u091f \u0921\u093f\u091f\u0947\u0915\u094d\u0936\u0928 \u0915\u094b \u090f\u0915\u0940\u0915\u0943\u0924 \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u0938\u092b\u0932\u0924\u093e \u092a\u094d\u0930\u093e\u092a\u094d\u0924 \u0915\u0940\u0964.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0907\u0938 \u0938\u094d\u0924\u0930 \u0915\u0940 \u0938\u0941\u0917\u092e\u0924\u093e \u0939\u0940 \u0907\u0938 \u092a\u094d\u0932\u0947\u091f\u092b\u0949\u0930\u094d\u092e \u0915\u093e \u092e\u0941\u0916\u094d\u092f \u0932\u093e\u092d \u0939\u0948\u0964 \u0907\u0938\u0938\u0947 OpenCV \u0907\u0902\u0938\u094d\u091f\u0949\u0932\u0947\u0936\u0928, TensorFlow \u0928\u093f\u0930\u094d\u092d\u0930\u0924\u093e\u0913\u0902 \u092f\u093e CUDA \u0921\u094d\u0930\u093e\u0907\u0935\u0930 \u0935\u093f\u0938\u0902\u0917\u0924\u093f\u092f\u094b\u0902 \u091c\u0948\u0938\u0940 \u0938\u092e\u0938\u094d\u092f\u093e\u0913\u0902 \u0915\u094b \u0921\u0940\u092c\u0917 \u0915\u0930\u0928\u0947 \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0938\u092e\u093e\u092a\u094d\u0924 \u0939\u094b \u091c\u093e\u0924\u0940 \u0939\u0948\u2014\u092f\u0947 \u0910\u0938\u0940 \u0938\u092e\u0938\u094d\u092f\u093e\u090f\u0902 \u0939\u0948\u0902 \u091c\u094b \u0905\u0915\u094d\u0938\u0930 \u0936\u0941\u0930\u0941\u0906\u0924\u0940 \u091a\u0930\u0923 \u0915\u0940 \u092a\u0930\u093f\u092f\u094b\u091c\u0928\u093e\u0913\u0902 \u0915\u094b \u092c\u093e\u0927\u093f\u0924 \u0915\u0930 \u0926\u0947\u0924\u0940 \u0939\u0948\u0902\u0964.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0905\u0928\u094d\u092f \u092a\u094d\u0930\u0932\u0947\u0916\u093f\u0924 \u0909\u092a\u092f\u094b\u0917 \u092e\u093e\u092e\u0932\u094b\u0902 \u092e\u0947\u0902 \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0902:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0930\u093f\u091f\u0947\u0932 \u090f\u0928\u093e\u0932\u093f\u091f\u093f\u0915\u094d\u0938: <\/strong>\u0917\u094d\u0930\u093e\u0939\u0915\u094b\u0902 \u0915\u0940 \u0906\u0935\u093e\u091c\u093e\u0939\u0940 \u0917\u093f\u0928\u0928\u093e, \u0915\u0924\u093e\u0930 \u0915\u0940 \u0932\u0902\u092c\u093e\u0908 \u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e\u0928\u093e, \u0938\u094d\u091f\u094b\u0930 \u0915\u0947 \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u094b\u0902 \u092e\u0947\u0902 \u0917\u094d\u0930\u093e\u0939\u0915\u094b\u0902 \u0915\u0947 \u0920\u0939\u0930\u0928\u0947 \u0915\u0947 \u0938\u092e\u092f \u0915\u094b \u091f\u094d\u0930\u0948\u0915 \u0915\u0930\u0928\u093e\u0964<\/li>\n\n\n\n<li><strong>\u0935\u093f\u0928\u093f\u0930\u094d\u092e\u093e\u0923 \u0917\u0941\u0923\u0935\u0924\u094d\u0924\u093e \u0906\u0936\u094d\u0935\u093e\u0938\u0928:<\/strong> \u0905\u0938\u0947\u0902\u092c\u0932\u0940 \u0932\u093e\u0907\u0928\u094b\u0902 \u092a\u0930 \u092a\u0941\u0930\u094d\u091c\u094b\u0902 \u0915\u093e \u0938\u094d\u0935\u091a\u093e\u0932\u093f\u0924 \u0926\u0943\u0936\u094d\u092f \u0928\u093f\u0930\u0940\u0915\u094d\u0937\u0923<\/li>\n\n\n\n<li><strong>\u0938\u0941\u0930\u0915\u094d\u0937\u093e \u0914\u0930 \u0928\u093f\u0917\u0930\u093e\u0928\u0940: <\/strong>\u092a\u0930\u093f\u0927\u093f \u0928\u093f\u0917\u0930\u093e\u0928\u0940, \u092a\u0940\u092a\u0940\u0908 \u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e\u0928\u093e (\u0939\u093e\u0930\u094d\u0921 \u0939\u0948\u091f, \u091c\u0948\u0915\u0947\u091f), \u0905\u0928\u0927\u093f\u0915\u0943\u0924 \u0915\u094d\u0937\u0947\u0924\u094d\u0930 \u092a\u094d\u0930\u0935\u0947\u0936 \u0938\u0902\u092c\u0902\u0927\u0940 \u0905\u0932\u0930\u094d\u091f<\/li>\n\n\n\n<li><strong>\u0938\u094d\u0935\u093e\u0938\u094d\u0925\u094d\u092f \u0926\u0947\u0916\u092d\u093e\u0932:<\/strong> \u0930\u094b\u0917\u0940 \u0915\u0947 \u0917\u093f\u0930\u0928\u0947 \u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e\u0928\u093e, \u0939\u093e\u0925 \u0915\u0940 \u0938\u094d\u0935\u091a\u094d\u091b\u0924\u093e \u0905\u0928\u0941\u092a\u093e\u0932\u0928 \u0915\u0940 \u0928\u093f\u0917\u0930\u093e\u0928\u0940 \u0915\u0930\u0928\u093e<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u0907\u0938 \u092a\u094d\u0932\u0947\u091f\u092b\u0949\u0930\u094d\u092e \u0915\u093e \u090f\u091c-\u092b\u0930\u094d\u0938\u094d\u091f \u0921\u093f\u091c\u093e\u0907\u0928 \u0907\u0938\u0947 \u0909\u0928 \u092a\u0930\u093f\u0926\u0943\u0936\u094d\u092f\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0909\u092a\u092f\u0941\u0915\u094d\u0924 \u092c\u0928\u093e\u0924\u093e \u0939\u0948 \u091c\u0939\u093e\u0902 \u092c\u0948\u0902\u0921\u0935\u093f\u0921\u094d\u0925, \u0935\u093f\u0932\u0902\u092c\u0924\u093e \u092f\u093e \u0917\u094b\u092a\u0928\u0940\u092f\u0924\u093e \u0938\u0902\u092c\u0902\u0927\u0940 \u092c\u093e\u0927\u093e\u0913\u0902 \u0915\u0947 \u0915\u093e\u0930\u0923 \u0915\u094d\u0932\u093e\u0909\u0921 \u092a\u0930 \u0935\u0940\u0921\u093f\u092f\u094b \u092d\u0947\u091c\u0928\u093e \u0905\u0935\u094d\u092f\u093e\u0935\u0939\u093e\u0930\u093f\u0915 \u0939\u094b\u0924\u093e \u0939\u0948\u0964.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u092a\u094d\u0930\u0926\u0930\u094d\u0936\u0928 \u092e\u093e\u0928\u0926\u0902\u0921 \u0914\u0930 \u0939\u093e\u0930\u094d\u0921\u0935\u0947\u092f\u0930 \u0938\u0902\u092c\u0902\u0927\u0940 \u0935\u093f\u091a\u093e\u0930<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u092a\u094d\u0930\u0926\u0930\u094d\u0936\u0928 \u092e\u0949\u0921\u0932 \u0915\u0947 \u091a\u092f\u0928 \u0914\u0930 \u0939\u093e\u0930\u094d\u0921\u0935\u0947\u092f\u0930 \u0915\u0949\u0928\u094d\u092b\u093c\u093f\u0917\u0930\u0947\u0936\u0928 \u0915\u0947 \u0906\u0927\u093e\u0930 \u092a\u0930 \u0915\u093e\u092b\u0940 \u092d\u093f\u0928\u094d\u0928 \u0939\u094b\u0924\u093e \u0939\u0948\u0964 \u0906\u0927\u093f\u0915\u093e\u0930\u093f\u0915 \u0926\u0938\u094d\u0924\u093e\u0935\u0947\u091c\u093c \u092e\u0947\u0902 \u092c\u0924\u093e\u092f\u093e \u0917\u092f\u093e \u0939\u0948 \u0915\u093f Jetson Nano \u092a\u0930 GPU \u0915\u093e \u0932\u093e\u092d \u0909\u0920\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f Dockerfile \u0915\u094b FROM alwaysai\/edgeiq:nano-0.11.0 \u0938\u0947 \u0936\u0941\u0930\u0942 \u0915\u0930\u0947\u0902 \u0914\u0930 edgeiq.engine.DNN_CUDA \u0915\u094b edgeiq.accelerator.NVIDIA \u0915\u0947 \u0938\u093e\u0925 \u0915\u0949\u0928\u094d\u092b\u093c\u093f\u0917\u0930 \u0915\u0930\u0947\u0902\u0964.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0932\u0947\u091f\u0947\u0902\u0938\u0940-\u0938\u0902\u0935\u0947\u0926\u0928\u0936\u0940\u0932 \u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917\u094b\u0902 (\u091c\u0948\u0938\u0947, \u0930\u0940\u092f\u0932-\u091f\u093e\u0907\u092e \u0930\u094b\u092c\u094b\u091f\u093f\u0915\u094d\u0938, \u0938\u0941\u0930\u0915\u094d\u0937\u093e \u092a\u094d\u0930\u0923\u093e\u0932\u093f\u092f\u093e\u0901) \u0915\u0947 \u0932\u093f\u090f, \u0938\u0939\u0940 \u092e\u0949\u0921\u0932-\u0939\u093e\u0930\u094d\u0921\u0935\u0947\u092f\u0930 \u0938\u0902\u092f\u094b\u091c\u0928 \u0915\u093e \u091a\u092f\u0928 \u0915\u0930\u0928\u093e \u0906\u0935\u0936\u094d\u092f\u0915 \u0939\u0948\u0964 YOLOv8 \u092f\u093e Mask R-CNN \u091c\u0948\u0938\u0947 \u0905\u0927\u093f\u0915 \u0936\u0915\u094d\u0924\u093f\u0936\u093e\u0932\u0940 \u092e\u0949\u0921\u0932 \u092c\u0947\u0939\u0924\u0930 \u0938\u091f\u0940\u0915\u0924\u093e \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902, \u0932\u0947\u0915\u093f\u0928 \u0938\u094d\u0935\u0940\u0915\u093e\u0930\u094d\u092f \u092b\u094d\u0930\u0947\u092e \u0926\u0930 \u092c\u0928\u093e\u090f \u0930\u0916\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0905\u0927\u093f\u0915 \u0936\u0915\u094d\u0924\u093f\u0936\u093e\u0932\u0940 \u0939\u093e\u0930\u094d\u0921\u0935\u0947\u092f\u0930 \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0939\u094b\u0924\u0940 \u0939\u0948\u0964.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u092a\u0915\u094d\u0937 - \u0935\u093f\u092a\u0915\u094d\u0937<\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u092a\u0947\u0936\u0947\u0935\u0930\u094b\u0902<\/th><th>\u0926\u094b\u0937&nbsp;<\/th><\/tr><\/thead><tbody><tr><td>\u092a\u093e\u092f\u0925\u0928 \u0921\u0947\u0935\u0932\u092a\u0930\u094d\u0938 \u0915\u0947 \u0932\u093f\u090f \u0924\u094d\u0935\u0930\u093f\u0924 \u0911\u0928\u092c\u094b\u0930\u094d\u0921\u093f\u0902\u0917<\/td><td>Hugging Face \u092f\u093e TensorFlow Hub \u0915\u0940 \u0924\u0941\u0932\u0928\u093e \u092e\u0947\u0902 \u092e\u0949\u0921\u0932 \u0915\u0948\u091f\u0932\u0949\u0917 \u091b\u094b\u091f\u093e \u0939\u0948\u0964<\/td><\/tr><tr><td>\u090f\u091c-\u092b\u0930\u094d\u0938\u094d\u091f \u0906\u0930\u094d\u0915\u093f\u091f\u0947\u0915\u094d\u091a\u0930 \u0915\u094d\u0932\u093e\u0909\u0921 \u092a\u0930 \u0928\u093f\u0930\u094d\u092d\u0930\u0924\u093e \u0915\u094b \u0915\u092e \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/td><td>\u0938\u092d\u0940 \u0938\u0941\u0935\u093f\u0927\u093e\u0913\u0902 \u0915\u093e \u0932\u093e\u092d \u0909\u0920\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0935\u093f\u0902\u0921\u094b\u091c\/\u092e\u0948\u0915 \u0921\u0947\u0938\u094d\u0915\u091f\u0949\u092a \u0910\u092a \u0906\u0935\u0936\u094d\u092f\u0915 \u0939\u0948 (\u0932\u093f\u0928\u0915\u094d\u0938 \u0938\u0940\u090f\u0932\u0906\u0908 \u0915\u0940 \u0938\u0941\u0935\u093f\u0927\u093e\u090f\u0901 \u0938\u0940\u092e\u093f\u0924 \u0939\u0948\u0902)\u0964<\/td><\/tr><tr><td>\u0938\u0915\u094d\u0930\u093f\u092f \u0930\u093f\u0932\u0940\u091c\u093c \u091a\u0915\u094d\u0930 (\u092a\u093e\u092f\u0925\u0928 3.11\/3.12 \u0938\u092e\u0930\u094d\u0925\u0928, \u092c\u094d\u0932\u0947\u091c\u093c \u090f\u0915\u094d\u0938\u0947\u0932\u0947\u0930\u0947\u091f\u0930 2025 \u092e\u0947\u0902 \u091c\u094b\u0921\u093c\u093e \u0917\u092f\u093e)<\/td><td>PyTorch\/TensorFlow \u0907\u0915\u094b\u0938\u093f\u0938\u094d\u091f\u092e \u0915\u0940 \u0924\u0941\u0932\u0928\u093e \u092e\u0947\u0902 \u0938\u092e\u0941\u0926\u093e\u092f \u0915\u093e \u0906\u0915\u093e\u0930 \u091b\u094b\u091f\u093e \u0939\u0948<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u092e\u0942\u0932\u094d\u092f \u0928\u093f\u0930\u094d\u0927\u093e\u0930\u0923 \u0914\u0930 \u0932\u093e\u0907\u0938\u0947\u0902\u0938\u093f\u0902\u0917<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u091c\u0942\u0928 2026 \u0924\u0915 alwaysAI \u0915\u0940 \u0906\u0927\u093f\u0915\u093e\u0930\u093f\u0915 \u0935\u0947\u092c\u0938\u093e\u0907\u091f \u092a\u0930 \u0935\u093f\u0938\u094d\u0924\u0943\u0924 \u092e\u0942\u0932\u094d\u092f \u0928\u093f\u0930\u094d\u0927\u093e\u0930\u0923 \u092a\u0943\u0937\u094d\u0920 \u092a\u094d\u0930\u0915\u093e\u0936\u093f\u0924 \u0928\u0939\u0940\u0902 \u0915\u093f\u092f\u093e \u0917\u092f\u093e \u0939\u0948\u0964 \u0935\u0930\u094d\u0924\u092e\u093e\u0928 \u092e\u0942\u0932\u094d\u092f \u0928\u093f\u0930\u094d\u0927\u093e\u0930\u0923, \u092a\u094d\u0932\u093e\u0928 \u0938\u094d\u0924\u0930 \u0914\u0930 \u0932\u093e\u0907\u0938\u0947\u0902\u0938\u093f\u0902\u0917 \u0935\u093f\u0915\u0932\u094d\u092a\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f, alwaysAI \u0915\u0940 \u0906\u0927\u093f\u0915\u093e\u0930\u093f\u0915 \u0935\u0947\u092c\u0938\u093e\u0907\u091f \u0926\u0947\u0916\u0947\u0902 \u092f\u093e \u0909\u0928\u0915\u0940 \u092c\u093f\u0915\u094d\u0930\u0940 \u091f\u0940\u092e \u0938\u0947 support@alwaysai.co \u092a\u0930 \u0938\u0902\u092a\u0930\u094d\u0915 \u0915\u0930\u0947\u0902\u0964.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u092f\u0939 \u092a\u094d\u0932\u0947\u091f\u092b\u0949\u0930\u094d\u092e \u092a\u0939\u0932\u0947 \u0936\u094c\u0915\u093f\u092f\u093e \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e\u0913\u0902 \u0914\u0930 \u091b\u093e\u0924\u094d\u0930\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u090f\u0915 \u0928\u093f\u0903\u0936\u0941\u0932\u094d\u0915 \u092f\u094b\u091c\u0928\u093e \u092a\u0947\u0936 \u0915\u0930\u0924\u093e \u0925\u093e, \u091c\u092c\u0915\u093f \u0935\u094d\u092f\u093e\u0935\u0938\u093e\u092f\u093f\u0915 \u0909\u092a\u092f\u094b\u0917, \u092e\u0949\u0921\u0932 \u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u0923 \u0915\u094d\u0930\u0947\u0921\u093f\u091f \u0914\u0930 \u090f\u0902\u091f\u0930\u092a\u094d\u0930\u093e\u0907\u091c\u093c \u0938\u092e\u0930\u094d\u0925\u0928 \u0915\u0947 \u0932\u093f\u090f \u0938\u0936\u0941\u0932\u094d\u0915 \u092f\u094b\u091c\u0928\u093e\u090f\u0901 \u0909\u092a\u0932\u092c\u094d\u0927 \u0925\u0940\u0902\u0964 \u0938\u0941\u0935\u093f\u0927\u093e\u0913\u0902 \u0915\u0940 \u0938\u0940\u092e\u093e\u090f\u0901 \u0914\u0930 \u0932\u093e\u0917\u0924 \u0905\u0932\u0917-\u0905\u0932\u0917 \u0939\u094b \u0938\u0915\u0924\u0940 \u0939\u0948\u0902\u2014\u0915\u093f\u0938\u0940 \u092d\u0940 \u092a\u094d\u0930\u094b\u091c\u0947\u0915\u094d\u091f \u0915\u0940 \u0915\u093e\u0930\u094d\u092f\u092f\u094b\u091c\u0928\u093e \u0924\u092f \u0915\u0930\u0928\u0947 \u0938\u0947 \u092a\u0939\u0932\u0947 \u0938\u0940\u0927\u0947 alwaysAI \u0938\u0947 \u092a\u0941\u0937\u094d\u091f\u093f \u0915\u0930 \u0932\u0947\u0902\u0964.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">AlwaysAI \u0915\u0940 \u0924\u0941\u0932\u0928\u093e \u0905\u0928\u094d\u092f \u0935\u093f\u0915\u0932\u094d\u092a\u094b\u0902 \u0938\u0947 \u0915\u0948\u0938\u0947 \u0915\u0940 \u091c\u093e\u0924\u0940 \u0939\u0948?<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0935\u093f\u091c\u093c\u0928 \u090f\u0906\u0908 \u0915\u094d\u0937\u0947\u0924\u094d\u0930 \u092e\u0947\u0902 alwaysAI \u0905\u0915\u0947\u0932\u093e \u0916\u093f\u0932\u093e\u0921\u093c\u0940 \u0928\u0939\u0940\u0902 \u0939\u0948\u0964 \u0906\u0907\u090f \u0926\u0947\u0916\u0924\u0947 \u0939\u0948\u0902 \u0915\u093f \u092f\u0939 \u0906\u092e \u0935\u093f\u0915\u0932\u094d\u092a\u094b\u0902 \u0915\u0947 \u092e\u0941\u0915\u093e\u092c\u0932\u0947 \u0915\u0948\u0938\u093e \u092a\u094d\u0930\u0926\u0930\u094d\u0936\u0928 \u0915\u0930\u0924\u093e \u0939\u0948:<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">alwaysAI \u092c\u0928\u093e\u092e OpenCV + PyTorch\/TensorFlow<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0913\u092a\u0928\u0938\u0940\u0935\u0940 \u0914\u0930 \u0921\u0940\u092a \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u092b\u094d\u0930\u0947\u092e\u0935\u0930\u094d\u0915 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0915\u0947 \u0936\u0941\u0930\u0942 \u0938\u0947 \u0935\u093f\u091c\u093c\u0928 \u092a\u093e\u0907\u092a\u0932\u093e\u0907\u0928 \u092c\u0928\u093e\u0928\u093e \u0905\u0927\u093f\u0915\u0924\u092e \u0932\u091a\u0940\u0932\u093e\u092a\u0928 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u093e \u0939\u0948, \u0932\u0947\u0915\u093f\u0928 \u0907\u0938\u0915\u0947 \u0932\u093f\u090f \u092e\u0949\u0921\u0932 \u0928\u093f\u0930\u094d\u092f\u093e\u0924, \u0930\u0928\u091f\u093e\u0907\u092e \u0911\u092a\u094d\u091f\u093f\u092e\u093e\u0907\u091c\u093c\u0947\u0936\u0928, \u0939\u093e\u0930\u094d\u0921\u0935\u0947\u092f\u0930 \u090f\u0915\u094d\u0938\u0947\u0932\u0930\u0947\u0936\u0928 \u0938\u0947\u091f\u0905\u092a \u0914\u0930 \u0935\u0940\u0921\u093f\u092f\u094b \u0906\u0908\/\u0913 \u092a\u094d\u0932\u0902\u092c\u093f\u0902\u0917 \u0915\u094b \u092e\u0948\u0928\u094d\u092f\u0941\u0905\u0932 \u0930\u0942\u092a \u0938\u0947 \u0938\u0902\u092d\u093e\u0932\u0928\u0947 \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0939\u094b\u0924\u0940 \u0939\u0948\u0964.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">alwaysAI \u0907\u0928 \u0938\u094d\u0924\u0930\u094b\u0902 \u0915\u094b \u0938\u0930\u0932 \u092c\u0928\u093e \u0926\u0947\u0924\u093e \u0939\u0948\u0964 \u0907\u0938\u0915\u093e \u0928\u0941\u0915\u0938\u093e\u0928 \u092f\u0939 \u0939\u0948 \u0915\u093f \u0928\u093f\u092e\u094d\u0928-\u0938\u094d\u0924\u0930\u0940\u092f \u0905\u0928\u0941\u092e\u093e\u0928 \u0935\u093f\u0935\u0930\u0923\u094b\u0902 \u092a\u0930 \u0928\u093f\u092f\u0902\u0924\u094d\u0930\u0923 \u0915\u092e \u0939\u094b \u091c\u093e\u0924\u093e \u0939\u0948, \u0932\u0947\u0915\u093f\u0928 \u092a\u094d\u0930\u094b\u091f\u094b\u091f\u093e\u0907\u092a \u0924\u0948\u092f\u093e\u0930 \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u0932\u0917\u0928\u0947 \u0935\u093e\u0932\u093e \u0938\u092e\u092f \u0915\u093e\u092b\u0940 \u0915\u092e \u0939\u094b \u091c\u093e\u0924\u093e \u0939\u0948\u0964 \u091c\u093f\u0928 \u091f\u0940\u092e\u094b\u0902 \u0915\u0947 \u092a\u093e\u0938 \u0938\u092e\u0930\u094d\u092a\u093f\u0924 \u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u0907\u0902\u091c\u0940\u0928\u093f\u092f\u0930 \u0928\u0939\u0940\u0902 \u0939\u0948\u0902, \u0909\u0928\u0915\u0947 \u0932\u093f\u090f alwaysAI \u0915\u093e \u0909\u091a\u094d\u091a-\u0938\u094d\u0924\u0930\u0940\u092f API \u0909\u0924\u094d\u092a\u093e\u0926\u0915\u0924\u093e \u0915\u0947 \u0932\u093f\u0939\u093e\u091c \u0938\u0947 \u092c\u0939\u0941\u0924 \u092b\u093e\u092f\u0926\u0947\u092e\u0902\u0926 \u0939\u0948\u0964.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">alwaysAI \u092c\u0928\u093e\u092e Roboflow<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0930\u094b\u092c\u094b\u092b\u094d\u0932\u094b \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u092a\u094d\u0930\u092c\u0902\u0927\u0928, \u090f\u0928\u094b\u091f\u0947\u0936\u0928, \u0911\u0917\u094d\u092e\u0947\u0902\u091f\u0947\u0936\u0928 \u0914\u0930 \u092e\u0949\u0921\u0932 \u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u0923 (\u092c\u093f\u0928\u093e \u0915\u094b\u0921 \u0907\u0902\u091f\u0930\u092b\u093c\u0947\u0938 \u0915\u0947) \u092a\u0930 \u0915\u0947\u0902\u0926\u094d\u0930\u093f\u0924 \u0939\u0948\u0964 \u092f\u0939 \u0915\u0908 \u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u0923 \u092c\u0948\u0915\u090f\u0902\u0921 \u0915\u0947 \u0938\u093e\u0925 \u090f\u0915\u0940\u0915\u0943\u0924 \u0939\u094b\u0924\u093e \u0939\u0948 \u0914\u0930 ONNX, TensorFlow Lite \u0914\u0930 \u0905\u0928\u094d\u092f \u092a\u094d\u0930\u093e\u0930\u0942\u092a\u094b\u0902 \u092e\u0947\u0902 \u092e\u0949\u0921\u0932 \u0928\u093f\u0930\u094d\u092f\u093e\u0924 \u0915\u0930\u0924\u093e \u0939\u0948\u0964.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">alwaysAI \u0915\u093e \u092e\u0949\u0921\u0932 \u091f\u094d\u0930\u0947\u0928\u093f\u0902\u0917 \u091f\u0942\u0932\u0915\u093f\u091f Roboflow \u0915\u0940 \u092e\u0941\u0916\u094d\u092f \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u0913\u0902 \u0938\u0947 \u092e\u093f\u0932\u0924\u093e-\u091c\u0941\u0932\u0924\u093e \u0939\u0948, \u0932\u0947\u0915\u093f\u0928 \u0907\u0938\u092e\u0947\u0902 \u0921\u093f\u092a\u094d\u0932\u0949\u092f\u092e\u0947\u0902\u091f \u0914\u0930 \u090f\u091c \u0907\u0928\u094d\u092b\u0930\u0947\u0902\u0938 \u0932\u0947\u092f\u0930\u094d\u0938 \u092d\u0940 \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0902\u0964 \u092f\u0926\u093f \u0906\u092a\u0915\u094b \u090f\u0902\u0921-\u091f\u0942-\u090f\u0902\u0921 \u090f\u091c \u0921\u093f\u092a\u094d\u0932\u0949\u092f\u092e\u0947\u0902\u091f \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0939\u0948, \u0924\u094b alwaysAI \u0905\u0927\u093f\u0915 \u090f\u0915\u0940\u0915\u0943\u0924 \u0939\u0948\u0964 \u092f\u0926\u093f \u0906\u092a \u092c\u0947\u0939\u0924\u0930\u0940\u0928 \u090f\u0928\u094b\u091f\u0947\u0936\u0928 \u0914\u0930 \u0911\u0917\u094d\u092e\u0947\u0902\u091f\u0947\u0936\u0928 \u091f\u0942\u0932\u094d\u0938 \u091a\u093e\u0939\u0924\u0947 \u0939\u0948\u0902, \u0924\u094b Roboflow \u092c\u0947\u0939\u0924\u0930 \u0935\u093f\u0915\u0932\u094d\u092a \u0939\u0948\u0964.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">alwaysAI \u092c\u0928\u093e\u092e AWS Panorama \/ Azure Percept<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">AWS Panorama \u0914\u0930 Azure Percept \u0915\u094d\u0932\u093e\u0909\u0921 \u0935\u093f\u0915\u094d\u0930\u0947\u0924\u093e\u0913\u0902 \u0926\u094d\u0935\u093e\u0930\u093e \u092a\u0947\u0936 \u0915\u093f\u090f \u091c\u093e\u0928\u0947 \u0935\u093e\u0932\u0947 \u090f\u091c \u0935\u093f\u091c\u093c\u0928 \u0938\u092e\u093e\u0927\u093e\u0928 \u0939\u0948\u0902\u0964 \u0926\u094b\u0928\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0935\u093f\u0915\u094d\u0930\u0947\u0924\u093e \u0915\u0947 \u0939\u093e\u0930\u094d\u0921\u0935\u0947\u092f\u0930 \u092f\u093e \u092a\u094d\u0930\u092e\u093e\u0923\u093f\u0924 \u0909\u092a\u0915\u0930\u0923\u094b\u0902 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0928\u093e \u0906\u0935\u0936\u094d\u092f\u0915 \u0939\u0948 \u0914\u0930 \u092f\u0947 \u0906\u092a\u0915\u094b \u0909\u0938\u0940 \u0915\u094d\u0932\u093e\u0909\u0921 \u0907\u0915\u094b\u0938\u093f\u0938\u094d\u091f\u092e \u0938\u0947 \u092c\u093e\u0902\u0927 \u0926\u0947\u0924\u0947 \u0939\u0948\u0902\u0964.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">alwaysAI \u0915\u093f\u0938\u0940 \u092d\u0940 \u0939\u093e\u0930\u094d\u0921\u0935\u0947\u092f\u0930 \u092a\u0930 \u0915\u093e\u092e \u0915\u0930\u0924\u093e \u0939\u0948 (\u0915\u093f\u0938\u0940 \u092d\u0940 Linux \u092c\u0949\u0915\u094d\u0938, Jetson, Pi \u092a\u0930) \u0914\u0930 \u0915\u094d\u0932\u093e\u0909\u0921 \u0907\u0902\u091f\u0940\u0917\u094d\u0930\u0947\u0936\u0928 \u0905\u0928\u093f\u0935\u093e\u0930\u094d\u092f \u0928\u0939\u0940\u0902 \u0939\u0948\u0964 \u0907\u0938\u0938\u0947 \u092f\u0939 \u0911\u0928-\u092a\u094d\u0930\u093f\u092e\u093e\u0907\u0938\u0947\u0938 \u092f\u093e \u090f\u092f\u0930-\u0917\u0948\u092a\u094d\u0921 \u0921\u093f\u092a\u094d\u0932\u0949\u092f\u092e\u0947\u0902\u091f \u0915\u0947 \u0932\u093f\u090f \u0905\u0927\u093f\u0915 \u0932\u091a\u0940\u0932\u093e \u092c\u0928 \u091c\u093e\u0924\u093e \u0939\u0948\u0964.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">alwaysAI \u092c\u0928\u093e\u092e NVIDIA DeepStream<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">NVIDIA \u0915\u093e DeepStream SDK, Jetson \u0914\u0930 dGPU \u092a\u094d\u0932\u0947\u091f\u092b\u0949\u0930\u094d\u092e \u092a\u0930 \u0935\u093f\u091c\u093c\u0928 \u092a\u093e\u0907\u092a\u0932\u093e\u0907\u0928 \u092c\u0928\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u090f\u0915 \u0909\u091a\u094d\u091a-\u092a\u094d\u0930\u0926\u0930\u094d\u0936\u0928 \u092b\u094d\u0930\u0947\u092e\u0935\u0930\u094d\u0915 \u0939\u0948\u0964 \u092f\u0939 GStreamer \u092a\u0930 \u0906\u0927\u093e\u0930\u093f\u0924 \u0939\u0948 \u0914\u0930 \u0905\u0927\u093f\u0915\u0924\u092e \u0925\u094d\u0930\u0942\u092a\u0941\u091f (\u090f\u0915 \u0939\u0940 \u0921\u093f\u0935\u093e\u0907\u0938 \u092a\u0930 \u0938\u0948\u0915\u0921\u093c\u094b\u0902 \u0938\u094d\u091f\u094d\u0930\u0940\u092e) \u0915\u0947 \u0932\u093f\u090f \u0905\u0928\u0941\u0915\u0942\u0932\u093f\u0924 \u0939\u0948\u0964.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">DeepStream \u0915\u094b \u0938\u0940\u0916\u0928\u093e \u0925\u094b\u0921\u093c\u093e \u0915\u0920\u093f\u0928 \u0939\u0948 \u0914\u0930 \u0907\u0938\u0915\u0947 \u0932\u093f\u090f C\/C++ \u092f\u093e Python \u092c\u093e\u0907\u0902\u0921\u093f\u0902\u0917 \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0939\u094b\u0924\u0940 \u0939\u0948\u0964 alwaysAI \u0938\u0930\u0932 \u0939\u0948 \u0914\u0930 Python \u092a\u0930 \u0906\u0927\u093e\u0930\u093f\u0924 \u0939\u0948, \u0932\u0947\u0915\u093f\u0928 \u092c\u0921\u093c\u0947 \u092a\u0948\u092e\u093e\u0928\u0947 \u092a\u0930 \u0909\u092a\u092f\u094b\u0917 \u0915\u0947 \u0932\u093f\u090f DeepStream \u092a\u094d\u0930\u0926\u0930\u094d\u0936\u0928 \u0915\u0947 \u092e\u093e\u092e\u0932\u0947 \u092e\u0947\u0902 \u092c\u0947\u0939\u0924\u0930 \u0939\u0948\u0964.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"589\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2026\/06\/1-38-1024x589.webp\" alt=\"\u0915\u0902\u092a\u094d\u092f\u0942\u091f\u0930 \u0935\u093f\u091c\u093c\u0928 \u092a\u0930\u093f\u0928\u093f\u092f\u094b\u091c\u0928 \u0915\u0947 \u0932\u093f\u090f \u092a\u094d\u0930\u092e\u0941\u0916 \u0928\u093f\u0930\u094d\u0923\u092f \u0915\u093e\u0930\u0915\u094b\u0902 \u0915\u0947 \u0906\u0927\u093e\u0930 \u092a\u0930 alwaysAI \u092a\u094d\u0932\u0947\u091f\u092b\u093c\u0949\u0930\u094d\u092e \u0915\u0940 \u0938\u093e\u092e\u093e\u0928\u094d\u092f \u0935\u093f\u0915\u0932\u094d\u092a\u094b\u0902 \u0915\u0947 \u0938\u093e\u0925 \u0924\u0941\u0932\u0928\u093e\" class=\"wp-image-184037\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2026\/06\/1-38-1024x589.webp 1024w, https:\/\/flypix.ai\/wp-content\/uploads\/2026\/06\/1-38-300x172.webp 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2026\/06\/1-38-768x441.webp 768w, https:\/\/flypix.ai\/wp-content\/uploads\/2026\/06\/1-38-18x10.webp 18w, https:\/\/flypix.ai\/wp-content\/uploads\/2026\/06\/1-38.webp 1364w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">FlyPix AI \u0915\u0940 \u092e\u0926\u0926 \u0938\u0947 \u0935\u093e\u0938\u094d\u0924\u0935\u093f\u0915 \u0926\u0941\u0928\u093f\u092f\u093e \u0915\u0940 \u091b\u0935\u093f\u092f\u094b\u0902 \u092e\u0947\u0902 \u0935\u0938\u094d\u0924\u0941\u0913\u0902 \u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e\u090f\u0902<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">AlwaysAI \u0915\u0902\u092a\u094d\u092f\u0942\u091f\u0930 \u0935\u093f\u091c\u093c\u0928 \u0914\u0930 \u0911\u092c\u094d\u091c\u0947\u0915\u094d\u091f \u0921\u093f\u091f\u0947\u0915\u094d\u0936\u0928 \u0935\u0930\u094d\u0915\u092b\u093c\u094d\u0932\u094b \u0938\u0947 \u091c\u0941\u0921\u093c\u093e \u0939\u0941\u0906 \u0939\u0948\u0964. <a href=\"https:\/\/flypix.ai\/hi\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u092b\u094d\u0932\u093e\u0908\u092a\u093f\u0915\u094d\u0938 \u090f\u0906\u0908<\/a> \u0907\u0938 \u092a\u094d\u0930\u0915\u093e\u0930 \u0915\u093e \u0926\u0943\u0936\u094d\u092f \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u092d\u0942-\u0938\u094d\u0925\u093e\u0928\u093f\u0915 \u0907\u092e\u0947\u091c\u0930\u0940 \u092a\u0930 \u0915\u0947\u0902\u0926\u094d\u0930\u093f\u0924 \u0939\u094b\u0924\u093e \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u091f\u0940\u092e\u094b\u0902 \u0915\u094b \u0935\u0938\u094d\u0924\u0941\u0913\u0902 \u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e\u0928\u0947, \u092e\u093e\u0928\u091a\u093f\u0924\u094d\u0930\u093f\u0924 \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u094b\u0902 \u0915\u094b \u0935\u093f\u092d\u093e\u091c\u093f\u0924 \u0915\u0930\u0928\u0947 \u0914\u0930 \u0909\u092a\u0917\u094d\u0930\u0939, \u0921\u094d\u0930\u094b\u0928 \u0914\u0930 \u0939\u0935\u093e\u0908 \u091b\u0935\u093f\u092f\u094b\u0902 \u092e\u0947\u0902 \u0926\u093f\u0916\u093e\u0908 \u0926\u0947\u0928\u0947 \u0935\u093e\u0932\u0947 \u092a\u0930\u093f\u0935\u0930\u094d\u0924\u0928\u094b\u0902 \u0915\u0940 \u0938\u092e\u0940\u0915\u094d\u0937\u093e \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u092e\u0926\u0926 \u092e\u093f\u0932\u0924\u0940 \u0939\u0948\u0964.<\/p>\n\n\n\t\t<div data-elementor-type=\"section\" data-elementor-id=\"181651\" class=\"elementor elementor-181651\" data-elementor-post-type=\"elementor_library\">\n\t\t\t<div class=\"elementor-element elementor-element-124e952 pricing-table e-flex e-con-boxed e-con e-parent\" data-id=\"124e952\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-9f3083e e-con-full e-flex e-con e-child\" data-id=\"9f3083e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-cfea685 e-con-full e-flex e-con e-child\" data-id=\"cfea685\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-636e4c6 elementor-widget elementor-widget-heading\" data-id=\"636e4c6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">\u092e\u0942\u0932\u094d\u092f \u0928\u093f\u0930\u094d\u0927\u093e\u0930\u0923<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-fbc6a6a e-con-full elementor-hidden-mobile e-flex e-con e-child\" data-id=\"fbc6a6a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-68b7c1e e-con-full e-flex e-con e-child\" data-id=\"68b7c1e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b9321e5 elementor-widget elementor-widget-text-editor\" data-id=\"b9321e5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t\u092e\u0942\u0932\u094d\u092f \u0928\u093f\u0930\u094d\u0927\u093e\u0930\u0923 \u20ac EUR \u092e\u0947\u0902\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-60d1356 e-con-full pricing_table_column e-flex e-con e-child\" data-id=\"60d1356\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-b5ee855 e-con-full Starter e-flex e-con e-child\" data-id=\"b5ee855\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7b70a40 elementor-widget elementor-widget-tp-pricing-table\" data-id=\"7b70a40\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"tp-pricing-table.default\">\n\t\t\t\t\t<div id=\"plus-pricing-table\" class=\"plus-pricing-table pricing-style-1\" ><div class=\"pricing-table-inner\"><div class=\"pricing-title-content style-1\"><div class=\"pricing-title-wrap\"><div class=\"pricing-title\"><strong>\u0938\u094d\u091f\u093e\u0930\u094d\u091f\u0930<\/strong> <br>\u092d\u0902\u0921\u093e\u0930\u0923 <br> <strong>10 \u091c\u0940\u092c\u0940<\/strong> <br> &nbsp;<\/div><\/div><div class=\"pricing-subtitle-wrap\"><div class=\"pricing-subtitle\"><span class=\"giga\"><b>\u20ac100\/\u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e\/\u092e\u093e\u0939<\/b><\/span><br> <strong>50 \u0915\u094d\u0930\u0947\u0921\u093f\u091f<\/strong> <br> <span class=\"giga\">~1 \u0917\u0940\u0917\u093e\u092a\u093f\u0915\u094d\u0938\u0947\u0932<\/span><\/div><\/div><\/div><div class=\"pricing-price-wrap style-1\"><\/div><div class=\"pt-plus-button-wrapper\"><div class=\"button_parallax\"><div id=\"btn6a15bae5e6212\" class=\"ts-button\"><div class=\"pt_plus_button btn6a15bae5e6212 button-style-8\"><div class=\"animted-content-inner\"><a href=\"https:\/\/app.flypix.ai\/\" target=\"_blank\" class=\"button-link-wrap\" role=\"button\">\u0938\u093e\u0907\u0928 \u0905\u092a \u0915\u0930\u0947\u0902<\/a><\/div><\/div><\/div><\/div><\/div><div class=\"pricing-content-wrap content-desc style-1\"><hr class=\"border-line\" \/><div class=\"pricing-content\"><div class=\"price-content-wrap\">\n<div class=\"price-content-right\">\n<p class=\"price-text3\"><\/p>\n\n<\/div>\n<\/div>\n<ul class=\"price-list\">\n \t<li class=\"price-head\"><strong>\u0936\u093e\u092e\u093f\u0932 \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u090f\u0902:<\/strong>\n<ul>\n \t<li>\u090f\u0928\u093e\u0932\u093f\u091f\u093f\u0915\u094d\u0938 \u0921\u0948\u0936\u092c\u094b\u0930\u094d\u0921 \u0924\u0915 \u092a\u0939\u0941\u0902\u091a<\/li>\n \t<li>\u0935\u0947\u0915\u094d\u091f\u0930 \u092a\u0930\u0924\u094b\u0902 \u0915\u094b \u0928\u093f\u0930\u094d\u092f\u093e\u0924 \u0915\u0930\u0947\u0902<\/li>\n \t<li>5 \u0915\u093e\u0930\u094d\u092f \u0926\u093f\u0935\u0938\u094b\u0902 \u0915\u0947 \u092d\u0940\u0924\u0930 \u0908\u092e\u0947\u0932 \u0938\u0939\u093e\u092f\u0924\u093e \u0909\u092a\u0932\u092c\u094d\u0927 \u0939\u0948<\/li>\n<\/ul>\n<\/li>\n<\/ul><\/div><div class=\"content-overlay-bg-color\"><\/div><\/div><div class=\"pricing-overlay-color\"><\/div><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4db0b51 e-con-full Standard e-flex e-con e-child\" data-id=\"4db0b51\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9dfd4f0 elementor-widget elementor-widget-tp-pricing-table\" data-id=\"9dfd4f0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"tp-pricing-table.default\">\n\t\t\t\t\t<div id=\"plus-pricing-table\" class=\"plus-pricing-table pricing-style-1\" ><div class=\"pricing-table-inner\"><div class=\"pricing-title-content style-1\"><div class=\"pricing-title-wrap\"><div class=\"pricing-title\"><strong>\u092e\u093e\u0928\u0915<\/strong> <br>\u092d\u0902\u0921\u093e\u0930\u0923 <br> <strong>120 \u091c\u0940\u092c\u0940<\/strong> <br> &nbsp;<\/div><\/div><div class=\"pricing-subtitle-wrap\"><div class=\"pricing-subtitle\"><span class=\"giga\"><b>\u20ac500\/2 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e\/\u092e\u093e\u0939<\/b><\/span><br> <strong style=\"margin-left: -20px\">500 + 100 \u0915\u094d\u0930\u0947\u0921\u093f\u091f<\/strong> <br> <span class=\"giga\" style=\"margin-left: -25px\">~12 \u0917\u0940\u0917\u093e\u092a\u093f\u0915\u094d\u0938\u0947\u0932 \u0924\u0915<\/span><\/div><\/div><\/div><div class=\"pricing-price-wrap style-1\"><\/div><div class=\"pt-plus-button-wrapper\"><div class=\"button_parallax\"><div id=\"btn6a15bae5e6e26\" class=\"ts-button\"><div class=\"pt_plus_button btn6a15bae5e6e26 button-style-8\"><div class=\"animted-content-inner\"><a href=\"https:\/\/app.flypix.ai\/\" target=\"_blank\" class=\"button-link-wrap\" role=\"button\">\u0938\u093e\u0907\u0928 \u0905\u092a \u0915\u0930\u0947\u0902<\/a><\/div><\/div><\/div><\/div><\/div><div class=\"pricing-content-wrap content-desc style-1\"><hr class=\"border-line\" \/><div class=\"pricing-content\"><div class=\"price-content-wrap\">\n<div class=\"price-content-right\">\n<p class=\"price-text3\"><\/p>\n\n<\/div>\n<\/div>\n<ul class=\"price-list\">\n \t<li class=\"price-head\"><strong>\u0936\u093e\u092e\u093f\u0932 \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u090f\u0902:<\/strong>\n<ul>\n \t<li>\u092e\u0932\u094d\u091f\u0940\u0938\u094d\u092a\u0947\u0915\u094d\u091f\u094d\u0930\u0932 \u0921\u0947\u091f\u093e \u0924\u0915 \u092a\u0939\u0941\u0902\u091a\u0947\u0902<\/li>\n \t<li>\u092e\u093e\u0928\u091a\u093f\u0924\u094d\u0930 \u0938\u093e\u091d\u093e \u0915\u0930\u0928\u0947 \u0915\u0940 \u0915\u094d\u0937\u092e\u0924\u093e\u090f\u0901<\/li>\n \t<li>2 \u0915\u093e\u0930\u094d\u092f \u0926\u093f\u0935\u0938\u094b\u0902 \u0915\u0947 \u092d\u0940\u0924\u0930 \u0908\u092e\u0947\u0932 \u0938\u0939\u093e\u092f\u0924\u093e \u0909\u092a\u0932\u092c\u094d\u0927 \u0939\u0948<\/li>\n<\/ul>\n<\/li>\n<\/ul><\/div><div class=\"content-overlay-bg-color\"><\/div><\/div><div class=\"pricing-overlay-color\"><\/div><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-944b67f e-con-full Pro e-flex e-con e-child\" data-id=\"944b67f\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e68736b elementor-widget elementor-widget-tp-pricing-table\" data-id=\"e68736b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"tp-pricing-table.default\">\n\t\t\t\t\t<div id=\"plus-pricing-table\" class=\"plus-pricing-table pricing-style-1\" ><div class=\"pricing-table-inner\"><div class=\"pricing-title-content style-1\"><div class=\"pricing-title-wrap\"><div class=\"pricing-title\"><strong>\u092a\u094d\u0930\u094b<\/strong> <br>\u092d\u0902\u0921\u093e\u0930\u0923 <br> <strong>600 \u091c\u0940\u092c\u0940<\/strong> <br> &nbsp;<\/div><\/div><div class=\"pricing-subtitle-wrap\"><div class=\"pricing-subtitle\"><span class=\"giga\" style=\"margin-left: -2px\"><b>\u20ac2000\/5 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e\/\u092e\u093e\u0939<\/b><\/span><br> <strong style=\"margin-left: -20px\">2000 + 1000 \u0915\u094d\u0930\u0947\u0921\u093f\u091f<\/strong> <br> <span class=\"giga\" style=\"margin-left: -25px\">~60 \u0917\u0940\u0917\u093e\u092a\u093f\u0915\u094d\u0938\u0947\u0932 \u0924\u0915<\/span><\/div><\/div><\/div><div class=\"pricing-price-wrap style-1\"><\/div><div class=\"pt-plus-button-wrapper\"><div class=\"button_parallax\"><div id=\"btn6a15bae5e7939\" class=\"ts-button\"><div class=\"pt_plus_button btn6a15bae5e7939 button-style-8\"><div class=\"animted-content-inner\"><a href=\"https:\/\/app.flypix.ai\/\" target=\"_blank\" class=\"button-link-wrap\" role=\"button\">\u0938\u093e\u0907\u0928 \u0905\u092a \u0915\u0930\u0947\u0902<\/a><\/div><\/div><\/div><\/div><\/div><div class=\"pricing-content-wrap content-desc style-1\"><hr class=\"border-line\" \/><div class=\"pricing-content\"><div class=\"price-content-wrap\"><span data-mce-type=\"bookmark\" style=\"display: inline-block;width: 0px;overflow: hidden;line-height: 0\" class=\"mce_SELRES_start\"><\/span>\n<div class=\"price-content-right\">\n<p class=\"price-text3\"><\/p>\n\n<\/div>\n<\/div>\n<ul class=\"price-list\">\n \t<li class=\"price-head\"><strong>\u0936\u093e\u092e\u093f\u0932 \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u090f\u0902:<\/strong>\n<ul>\n \t<li>\u090f\u092a\u0940\u0906\u0908 \u092a\u0939\u0941\u0902\u091a<\/li>\n \t<li>\u091f\u0940\u092e \u092a\u094d\u0930\u092c\u0902\u0927\u0928<\/li>\n \t<li>\u0908\u092e\u0947\u0932 \u0914\u0930 \u091a\u0948\u091f \u0915\u0947 \u092e\u093e\u0927\u094d\u092f\u092e \u0938\u0947 1 \u0918\u0902\u091f\u0947 \u0915\u0947 \u092d\u0940\u0924\u0930 \u091c\u0935\u093e\u092c \u092a\u094d\u0930\u093e\u092a\u094d\u0924 \u0915\u0930\u0947\u0902<\/li>\n<\/ul>\n<\/li>\n<\/ul><\/div><div class=\"content-overlay-bg-color\"><\/div><\/div><div class=\"pricing-overlay-color\"><\/div><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1d284af e-con-full Enterprise e-flex e-con e-child\" data-id=\"1d284af\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8187df7 elementor-widget elementor-widget-tp-pricing-table\" data-id=\"8187df7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"tp-pricing-table.default\">\n\t\t\t\t\t<div id=\"plus-pricing-table\" class=\"plus-pricing-table pricing-style-1\" ><div class=\"pricing-table-inner\"><div class=\"pricing-title-content style-1\"><div class=\"pricing-title-wrap\"><div class=\"pricing-title\"><strong>\u0909\u0926\u094d\u092f\u092e<\/strong> <br>\u092d\u0902\u0921\u093e\u0930\u0923 <br> <strong>\u0905\u0938\u0940\u092e\u093f\u0924<\/strong> <br> &nbsp;<\/div><\/div><div class=\"pricing-subtitle-wrap\"><div class=\"pricing-subtitle\"><span class=\"giga\"><b>\u0936\u094d\u0930\u0947\u092f:<\/b><\/span> <br> <strong>\u0905\u0938\u0940\u092e\u093f\u0924<\/strong> <span class=\"giga\"><br><b>\u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0938\u0940\u091f\u0947\u0902:<\/b> <\/span><br> \u0905\u0938\u0940\u092e\u093f\u0924<br><\/div><\/div><\/div><div class=\"pricing-price-wrap style-1\"><\/div><div class=\"pt-plus-button-wrapper\"><div class=\"button_parallax\"><div id=\"btn6a15bae5e841b\" class=\"ts-button\"><div class=\"pt_plus_button btn6a15bae5e841b button-style-8\"><div class=\"animted-content-inner\"><a href=\"https:\/\/app.flypix.ai\/\" target=\"_blank\" class=\"button-link-wrap\" role=\"button\">\u0938\u093e\u0907\u0928 \u0905\u092a \u0915\u0930\u0947\u0902<\/a><\/div><\/div><\/div><\/div><\/div><div class=\"pricing-content-wrap content-desc style-1\"><hr class=\"border-line\" \/><div class=\"pricing-content\"><div class=\"price-content-wrap\">\n\n&nbsp;\n<div class=\"price-content-right\">\n<p class=\"price-text3\"><\/p>\n\n<\/div>\n<\/div>\n<ul class=\"price-list\">\n \t<li class=\"price-head\"><strong>\u0936\u093e\u092e\u093f\u0932 \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u090f\u0902:<\/strong>\n<ul>\n \t<li>\u090f\u092a\u0940\u0906\u0908 \u092a\u0939\u0941\u0902\u091a<\/li>\n \t<li>\u091f\u0940\u092e \u092a\u094d\u0930\u092c\u0902\u0927\u0928<\/li>\n \t<li>\u0908\u092e\u0947\u0932 \u0914\u0930 \u091a\u0948\u091f \u0915\u0947 \u092e\u093e\u0927\u094d\u092f\u092e \u0938\u0947 1 \u0918\u0902\u091f\u0947 \u0915\u0947 \u092d\u0940\u0924\u0930 \u091c\u0935\u093e\u092c \u092a\u094d\u0930\u093e\u092a\u094d\u0924 \u0915\u0930\u0947\u0902<\/li>\n<\/ul>\n<\/li>\n<\/ul><\/div><div class=\"content-overlay-bg-color\"><\/div><\/div><div class=\"pricing-overlay-color\"><\/div><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\n\n\n\n<p class=\"wp-block-paragraph\">FlyPix AI \u0928\u093f\u092e\u094d\u0928\u0932\u093f\u0916\u093f\u0924 \u091c\u0948\u0938\u0947 \u092d\u0942-\u0938\u094d\u0925\u093e\u0928\u093f\u0915 \u092a\u0939\u091a\u093e\u0928 \u0915\u093e\u0930\u094d\u092f\u094b\u0902 \u092e\u0947\u0902 \u0938\u0939\u093e\u092f\u0924\u093e \u0915\u0930 \u0938\u0915\u0924\u093e \u0939\u0948:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0935\u093e\u0939\u0928\u094b\u0902, \u0907\u092e\u093e\u0930\u0924\u094b\u0902, \u0938\u0921\u093c\u0915\u094b\u0902, \u0909\u092a\u0915\u0930\u0923\u094b\u0902, \u0935\u0928\u0938\u094d\u092a\u0924\u093f\u092f\u094b\u0902 \u092f\u093e \u0905\u0928\u094d\u092f \u0926\u0943\u0936\u094d\u092f\u092e\u093e\u0928 \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u0913\u0902 \u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e\u0928\u093e<\/li>\n\n\n\n<li>\u092d\u0942\u092e\u093f, \u091c\u0932, \u0905\u0935\u0938\u0902\u0930\u091a\u0928\u093e, \u0915\u0943\u0937\u093f \u092f\u093e \u0928\u093f\u0930\u094d\u092e\u093f\u0924 \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u094b\u0902 \u0915\u093e \u0935\u093f\u092d\u093e\u091c\u0928 \u0915\u0930\u0928\u093e<\/li>\n\n\n\n<li>\u0926\u0943\u0936\u094d\u092f \u092a\u0930\u093f\u0935\u0930\u094d\u0924\u0928\u094b\u0902 \u0915\u0940 \u0928\u093f\u0917\u0930\u093e\u0928\u0940 \u0915\u0947 \u0932\u093f\u090f \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u0924\u093f\u0925\u093f\u092f\u094b\u0902 \u0915\u0940 \u091b\u0935\u093f\u092f\u094b\u0902 \u0915\u0940 \u0924\u0941\u0932\u0928\u093e \u0915\u0930\u0928\u093e<\/li>\n\n\n\n<li>\u092a\u0930\u093f\u092f\u094b\u091c\u0928\u093e-\u0935\u093f\u0936\u093f\u0937\u094d\u091f \u092d\u0942-\u0938\u094d\u0925\u093e\u0928\u093f\u0915 \u092a\u0939\u091a\u093e\u0928 \u0915\u0947 \u0932\u093f\u090f \u0905\u0928\u0941\u0915\u0942\u0932\u093f\u0924 \u090f\u0906\u0908 \u092e\u0949\u0921\u0932 \u0915\u094b \u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u093f\u0924 \u0915\u0930\u0928\u093e<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/flypix.ai\/hi\/contact-us\/\" target=\"_blank\" rel=\"noreferrer noopener\">FlyPix AI \u0938\u0947 \u0938\u0902\u092a\u0930\u094d\u0915 \u0915\u0930\u0947\u0902<\/a> \u092f\u0939 \u091c\u093e\u0928\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0915\u093f \u092d\u0942-\u0938\u094d\u0925\u093e\u0928\u093f\u0915 \u0935\u0938\u094d\u0924\u0941 \u092a\u0939\u091a\u093e\u0928 \u0906\u092a\u0915\u0940 \u091b\u0935\u093f \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u093e\u0930\u094d\u092f\u092a\u094d\u0930\u0923\u093e\u0932\u0940 \u0915\u093e \u0938\u092e\u0930\u094d\u0925\u0928 \u0915\u0948\u0938\u0947 \u0915\u0930 \u0938\u0915\u0924\u0940 \u0939\u0948\u0964.<\/p>\n\n\n\t\t<div data-elementor-type=\"section\" data-elementor-id=\"175133\" class=\"elementor elementor-175133\" data-elementor-post-type=\"elementor_library\">\n\t\t\t<div class=\"elementor-element elementor-element-104087b e-con-full elementor-hidden-mobile e-flex e-con e-parent\" data-id=\"104087b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-867b2d5 e-con-full e-flex e-con e-child\" data-id=\"867b2d5\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-22a9257 e-con-full e-flex e-con e-child\" data-id=\"22a9257\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-35f7bb2 elementor-widget elementor-widget-heading\" data-id=\"35f7bb2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">\u092b\u094d\u0932\u093e\u0908\u092a\u093f\u0915\u094d\u0938 \u0915\u0947 \u0938\u093e\u0925 \u092d\u0942\u0938\u094d\u0925\u093e\u0928\u093f\u0915 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u0947 \u092d\u0935\u093f\u0937\u094d\u092f \u0915\u093e \u0905\u0928\u0941\u092d\u0935 \u0915\u0930\u0947\u0902!<br>\n<span style=\"color:var( --e-global-color-accent )\">\u0906\u091c \u0939\u0940 \u0905\u092a\u0928\u093e \u091f\u094d\u0930\u093e\u092f\u0932 \u0936\u0941\u0930\u0942 \u0915\u0930\u0947\u0902<\/span><\/h5>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-73bbc8c e-con-full e-flex e-con e-child\" data-id=\"73bbc8c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a05b61c elementor-align-right elementor-mobile-align-center elementor-widget elementor-widget-button\" data-id=\"a05b61c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/app.flypix.ai\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">\u0905\u092c \u0915\u094b\u0936\u093f\u0936 \u0915\u0930\u094b<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\n\n\n\n<h2 class=\"wp-block-heading\">\u0938\u093e\u092e\u093e\u0928\u094d\u092f \u0938\u092e\u0938\u094d\u092f\u093e\u090f\u0902 \u0914\u0930 \u0909\u0928\u0915\u093e \u0928\u093f\u0935\u093e\u0930\u0923 \u0915\u0948\u0938\u0947 \u0915\u0930\u0947\u0902<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u090f\u0915 \u0938\u0941\u0935\u094d\u092f\u0935\u0938\u094d\u0925\u093f\u0924 \u092a\u094d\u0932\u0947\u091f\u092b\u0949\u0930\u094d\u092e \u0939\u094b\u0928\u0947 \u0915\u0947 \u092c\u093e\u0935\u091c\u0942\u0926, \u0921\u0947\u0935\u0932\u092a\u0930\u094d\u0938 \u0915\u094b \u0915\u0941\u091b \u0938\u092e\u0938\u094d\u092f\u093e\u0913\u0902 \u0915\u093e \u0938\u093e\u092e\u0928\u093e \u0915\u0930\u0928\u093e \u092a\u0921\u093c\u0924\u093e \u0939\u0948\u0964 \u0906\u0927\u093f\u0915\u093e\u0930\u093f\u0915 FAQ \u0914\u0930 \u0938\u093e\u092e\u0941\u0926\u093e\u092f\u093f\u0915 \u091a\u0930\u094d\u091a\u093e\u0913\u0902 \u092e\u0947\u0902 \u0915\u0941\u091b \u092c\u093e\u0930-\u092c\u093e\u0930 \u0938\u093e\u092e\u0928\u0947 \u0906\u0928\u0947 \u0935\u093e\u0932\u0940 \u0938\u092e\u0938\u094d\u092f\u093e\u090f\u0902 \u092c\u0924\u093e\u0908 \u0917\u0908 \u0939\u0948\u0902:<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u090f\u0938\u090f\u0938\u090f\u091a \u0915\u0928\u0947\u0915\u094d\u0936\u0928 \u0935\u093f\u092b\u0932\u0924\u093e\u090f\u0901<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0930\u093f\u092e\u094b\u091f \u0921\u093f\u0935\u093e\u0907\u0938 \u092a\u0930 \u0921\u093f\u092a\u094d\u0932\u0949\u092f \u0915\u0930\u0924\u0947 \u0938\u092e\u092f, SSH \u0915\u0941\u0902\u091c\u0940 \u092a\u094d\u0930\u092e\u093e\u0923\u0940\u0915\u0930\u0923 \u0915\u092d\u0940-\u0915\u092d\u0940 \u0935\u093f\u092b\u0932 \u0939\u094b \u091c\u093e\u0924\u093e \u0939\u0948\u0964 \u0907\u0938\u0915\u093e \u0938\u092e\u093e\u0927\u093e\u0928: \u0938\u0941\u0928\u093f\u0936\u094d\u091a\u093f\u0924 \u0915\u0930\u0947\u0902 \u0915\u093f \u0938\u093e\u0930\u094d\u0935\u091c\u0928\u093f\u0915 \u0915\u0941\u0902\u091c\u0940 \u0932\u0915\u094d\u0937\u094d\u092f \u0921\u093f\u0935\u093e\u0907\u0938 \u092a\u0930 ~\/.ssh\/authorized_keys \u092b\u093c\u094b\u0932\u094d\u0921\u0930 \u092e\u0947\u0902 \u091c\u094b\u0921\u093c\u0940 \u0917\u0908 \u0939\u0948, \u0914\u0930 \u092b\u093c\u093e\u092f\u0930\u0935\u0949\u0932 \u0928\u093f\u092f\u092e\u094b\u0902 \u092e\u0947\u0902 \u092a\u094b\u0930\u094d\u091f 22 \u0915\u0940 \u0905\u0928\u0941\u092e\u0924\u093f \u0939\u0948 \u092f\u093e \u0928\u0939\u0940\u0902, \u0907\u0938\u0915\u0940 \u091c\u093e\u0901\u091a \u0915\u0930\u0947\u0902\u0964.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u092e\u0949\u0921\u0932 \u0921\u093e\u0909\u0928\u0932\u094b\u0921 \u0924\u094d\u0930\u0941\u091f\u093f\u092f\u093e\u0901<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u092f\u0926\u093f aai \u0910\u092a \u0907\u0902\u0938\u094d\u091f\u0949\u0932 \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u0915\u094b\u0908 \u0938\u092e\u0938\u094d\u092f\u093e \u0906\u0924\u0940 \u0939\u0948 \u092f\u093e \u0935\u0939 \u0935\u093f\u092b\u0932 \u0939\u094b \u091c\u093e\u0924\u0940 \u0939\u0948, \u0924\u094b \u0928\u0947\u091f\u0935\u0930\u094d\u0915 \u0915\u0928\u0947\u0915\u094d\u091f\u093f\u0935\u093f\u091f\u0940 \u0915\u0940 \u091c\u093e\u0902\u091a \u0915\u0930\u0947\u0902 \u0914\u0930 \u092a\u0941\u0937\u094d\u091f\u093f \u0915\u0930\u0947\u0902 \u0915\u093f \u092e\u0949\u0921\u0932 \u0915\u0948\u091f\u0932\u0949\u0917 \u0938\u0941\u0932\u092d \u0939\u0948\u0964 \u0915\u0941\u091b \u0915\u0949\u0930\u094d\u092a\u094b\u0930\u0947\u091f \u0928\u0947\u091f\u0935\u0930\u094d\u0915 \u092c\u093e\u0939\u0930\u0940 \u0921\u093e\u0909\u0928\u0932\u094b\u0921 \u0915\u094b \u092c\u094d\u0932\u0949\u0915 \u0915\u0930 \u0926\u0947\u0924\u0947 \u0939\u0948\u0902\u2014alwaysAI \u0915\u0947 CDN \u0921\u094b\u092e\u0947\u0928 \u0915\u094b \u0935\u094d\u0939\u093e\u0907\u091f\u0932\u093f\u0938\u094d\u091f \u0915\u0930\u0928\u0947 \u0938\u0947 \u092f\u0939 \u0938\u092e\u0938\u094d\u092f\u093e \u0939\u0932 \u0939\u094b \u091c\u093e\u0924\u0940 \u0939\u0948\u0964.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u090f\u091c \u0921\u093f\u0935\u093e\u0907\u0938\u094b\u0902 \u092a\u0930 \u0915\u092e \u092b\u094d\u0930\u0947\u092e \u0926\u0930<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u092f\u0926\u093f \u0905\u0928\u0941\u092e\u093e\u0928 \u0932\u0917\u093e\u0928\u0947 \u0915\u0940 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u0905\u092a\u0947\u0915\u094d\u0937\u093e \u0938\u0947 \u0927\u0940\u092e\u0940 \u0939\u0948, \u0924\u094b \u0938\u0941\u0928\u093f\u0936\u094d\u091a\u093f\u0924 \u0915\u0930\u0947\u0902 \u0915\u093f \u0938\u0939\u0940 \u090f\u0915\u094d\u0938\u0947\u0932\u0947\u0930\u0947\u091f\u0930 \u0915\u0949\u0928\u094d\u092b\u093c\u093f\u0917\u0930 \u0915\u093f\u092f\u093e \u0917\u092f\u093e \u0939\u0948\u0964 NVIDIA \u090f\u0915\u094d\u0938\u0947\u0932\u0947\u0930\u0947\u091f\u0930 \u092b\u093c\u094d\u0932\u0948\u0917 \u0915\u0947 \u092c\u093f\u0928\u093e CUDA \u0905\u0928\u0941\u092e\u093e\u0928 \u0932\u0917\u093e\u0928\u0947 \u092a\u0930 CPU \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0939\u094b\u0924\u093e \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u092a\u094d\u0930\u0926\u0930\u094d\u0936\u0928 \u092e\u0947\u0902 \u092d\u093e\u0930\u0940 \u0917\u093f\u0930\u093e\u0935\u091f \u0906\u0924\u0940 \u0939\u0948\u0964 \u0910\u092a \u0915\u0949\u0928\u094d\u092b\u093c\u093f\u0917\u0930\u0947\u0936\u0928 \u092e\u0947\u0902 \u0907\u0902\u091c\u0928 \u0914\u0930 \u090f\u0915\u094d\u0938\u0947\u0932\u0947\u0930\u0947\u091f\u0930 \u0938\u0947\u091f\u093f\u0902\u0917\u094d\u0938 \u0915\u0940 \u091c\u093e\u0901\u091a \u0915\u0930\u0947\u0902\u0964.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u0938\u094d\u091f\u094d\u0930\u0940\u092e\u0930 \u0935\u0940\u0921\u093f\u092f\u094b \u092a\u094d\u0930\u0926\u0930\u094d\u0936\u093f\u0924 \u0928\u0939\u0940\u0902 \u0915\u0930 \u0930\u0939\u093e \u0939\u0948<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0938\u094d\u091f\u094d\u0930\u0940\u092e\u0930 HTTP \u092a\u0930 \u0935\u0940\u0921\u093f\u092f\u094b \u0926\u093f\u0916\u093e\u0924\u093e \u0939\u0948, \u0906\u092e\u0924\u094c\u0930 \u092a\u0930 \u092a\u094b\u0930\u094d\u091f 5000 \u092a\u0930\u0964 \u092f\u0926\u093f \u092b\u093c\u0940\u0921 \u0932\u094b\u0921 \u0928\u0939\u0940\u0902 \u0939\u094b\u0924\u093e \u0939\u0948, \u0924\u094b \u092a\u0941\u0937\u094d\u091f\u093f \u0915\u0930\u0947\u0902 \u0915\u093f \u0921\u093f\u0935\u093e\u0907\u0938 \u0915\u093e IP \u092a\u0924\u093e \u092a\u0939\u0941\u0902\u091a \u092f\u094b\u0917\u094d\u092f \u0939\u0948 \u0914\u0930 \u0915\u094b\u0908 \u092b\u093c\u093e\u092f\u0930\u0935\u0949\u0932 \u092a\u094b\u0930\u094d\u091f \u0915\u094b \u092c\u094d\u0932\u0949\u0915 \u0928\u0939\u0940\u0902 \u0915\u0930 \u0930\u0939\u093e \u0939\u0948\u0964 curl http:\/\/ \u0915\u092e\u093e\u0902\u0921 \u091a\u0932\u093e\u0915\u0930 \u0926\u0947\u0916\u0947\u0902\u0964 \u0935\u093f\u0915\u093e\u0938 \u092e\u0936\u0940\u0928 \u0938\u0947 :5000 \u092a\u0930 \u092a\u094d\u0930\u0924\u093f\u0915\u094d\u0930\u093f\u092f\u093e \u092e\u093f\u0932\u0928\u0940 \u091a\u093e\u0939\u093f\u090f\u0964.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u092a\u093e\u092f\u0925\u0928 \u0938\u0902\u0938\u094d\u0915\u0930\u0923 \u0938\u0902\u092c\u0902\u0927\u0940 \u0935\u093f\u0930\u094b\u0927<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0930\u093f\u0932\u0940\u091c\u093c 2.9.0 \u0938\u0947, Python 3.7 \u0905\u092c \u0938\u092e\u0930\u094d\u0925\u093f\u0924 \u0928\u0939\u0940\u0902 \u0939\u0948\u0964 \u092a\u0941\u0930\u093e\u0928\u0947 Python \u0938\u0902\u0938\u094d\u0915\u0930\u0923\u094b\u0902 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0928\u0947 \u0935\u093e\u0932\u0947 \u092a\u094d\u0930\u094b\u091c\u0947\u0915\u094d\u091f\u094d\u0938 \u0915\u094b 3.8 \u092f\u093e \u092c\u093e\u0926 \u0915\u0947 \u0938\u0902\u0938\u094d\u0915\u0930\u0923 \u092e\u0947\u0902 \u0905\u092a\u0917\u094d\u0930\u0947\u0921 \u0915\u0930\u0928\u093e \u0939\u094b\u0917\u093e\u0964 \u0935\u0930\u094d\u091a\u0941\u0905\u0932 \u0935\u093e\u0924\u093e\u0935\u0930\u0923 (venv \u092f\u093e conda) \u0928\u093f\u0930\u094d\u092d\u0930\u0924\u093e\u0913\u0902 \u0915\u094b \u0905\u0932\u0917 \u0915\u0930\u0928\u0947 \u0914\u0930 \u091f\u0915\u0930\u093e\u0935 \u0938\u0947 \u092c\u091a\u0928\u0947 \u092e\u0947\u0902 \u092e\u0926\u0926 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u0938\u0939\u093e\u092f\u0924\u093e \u0914\u0930 \u0938\u093e\u092e\u0941\u0926\u093e\u092f\u093f\u0915 \u0938\u0902\u0938\u093e\u0927\u0928 \u092a\u094d\u0930\u093e\u092a\u094d\u0924 \u0915\u0930\u0928\u093e<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0906\u0927\u093f\u0915\u093e\u0930\u093f\u0915 FAQ \u0915\u0947 \u0905\u0928\u0941\u0938\u093e\u0930, alwaysAI \u0915\u0908 \u0938\u0939\u093e\u092f\u0924\u093e \u091a\u0948\u0928\u0932 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u093e \u0939\u0948:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0921\u093f\u0938\u094d\u0915\u094b\u0930\u094d\u0921 \u0938\u0930\u094d\u0935\u0930:<\/strong> \u0905\u0928\u094d\u092f \u0921\u0947\u0935\u0932\u092a\u0930\u094d\u0938 \u0914\u0930 \u0911\u0932\u0935\u0947\u091c\u090f\u0906\u0908 \u0938\u094d\u091f\u093e\u092b \u0915\u0947 \u0938\u093e\u0925 \u0930\u0940\u092f\u0932-\u091f\u093e\u0907\u092e \u091a\u0948\u091f\u0964<\/li>\n\n\n\n<li><strong>\u0938\u0939\u093e\u092f\u0924\u093e \u0908\u092e\u0947\u0932:<\/strong> \u0924\u0915\u0928\u0940\u0915\u0940 \u0938\u092e\u0938\u094d\u092f\u093e\u0913\u0902 \u0914\u0930 \u092c\u093f\u0932 \u0938\u0902\u092c\u0902\u0927\u0940 \u092a\u094d\u0930\u0936\u094d\u0928\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f support@alwaysai.co \u092a\u0930 \u0938\u0902\u092a\u0930\u094d\u0915 \u0915\u0930\u0947\u0902\u0964<\/li>\n\n\n\n<li><strong>\u092c\u094d\u0932\u0949\u0917 \u091f\u094d\u092f\u0942\u091f\u094b\u0930\u093f\u092f\u0932: <\/strong>\u0938\u093e\u092e\u093e\u0928\u094d\u092f \u0915\u093e\u0930\u094d\u092f\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u091a\u0930\u0923-\u0926\u0930-\u091a\u0930\u0923 \u092e\u093e\u0930\u094d\u0917\u0926\u0930\u094d\u0936\u093f\u0915\u093e\u090f\u0901 (\u0935\u0938\u094d\u0924\u0941 \u092a\u0939\u091a\u093e\u0928, \u0938\u094d\u0925\u093f\u0924\u093f \u0905\u0928\u0941\u092e\u093e\u0928, \u0915\u094d\u0937\u0947\u0924\u094d\u0930 \u092a\u094d\u0930\u092c\u0902\u0927\u0928)<\/li>\n\n\n\n<li><strong>\u0938\u092e\u0938\u094d\u092f\u093e \u0928\u093f\u0935\u093e\u0930\u0923 \u092a\u0943\u0937\u094d\u0920: <\/strong>\u0938\u093e\u092e\u093e\u0928\u094d\u092f \u0938\u092e\u0938\u094d\u092f\u093e\u0913\u0902 \u0915\u0947 \u0932\u093f\u090f \u0916\u094b\u091c \u092f\u094b\u0917\u094d\u092f \u091c\u094d\u091e\u093e\u0928 \u092d\u0902\u0921\u093e\u0930<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u0921\u093f\u0938\u094d\u0915\u0949\u0930\u094d\u0921 \u0938\u092e\u0941\u0926\u093e\u092f \u0915\u093e\u092b\u0940 \u0938\u0915\u094d\u0930\u093f\u092f \u0939\u0948, \u091c\u0939\u093e\u0902 \u0921\u0947\u0935\u0932\u092a\u0930 \u0915\u094b\u0921 \u0938\u094d\u0928\u093f\u092a\u0947\u091f, \u092a\u0930\u092b\u0949\u0930\u094d\u092e\u0947\u0902\u0938 \u091f\u093f\u092a\u094d\u0938 \u0914\u0930 \u0939\u093e\u0930\u094d\u0921\u0935\u0947\u092f\u0930 \u0938\u0902\u092c\u0902\u0927\u0940 \u0938\u0941\u091d\u093e\u0935 \u0938\u093e\u091d\u093e \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964 \u0915\u093f\u0938\u0940 \u0935\u093f\u0936\u093f\u0937\u094d\u091f \u0938\u094d\u0925\u093f\u0924\u093f \u092e\u0947\u0902 \u091c\u092c \u0926\u0938\u094d\u0924\u093e\u0935\u0947\u091c\u093c \u0909\u092a\u0932\u092c\u094d\u0927 \u0928 \u0939\u094b, \u0924\u094b \u0938\u092e\u0938\u094d\u092f\u093e \u0915\u093e \u0938\u092e\u093e\u0927\u093e\u0928 \u092a\u093e\u0928\u0947 \u0915\u093e \u092f\u0939 \u0938\u092c\u0938\u0947 \u0924\u0947\u091c\u093c \u0924\u0930\u0940\u0915\u093e \u0939\u0948\u0964.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">alwaysAI \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u093f\u0938\u0947 \u0915\u0930\u0928\u093e \u091a\u093e\u0939\u093f\u090f?<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">alwaysAI \u0928\u093f\u092e\u094d\u0928\u0932\u093f\u0916\u093f\u0924 \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u090f\u0915 \u0909\u092a\u092f\u0941\u0915\u094d\u0924 \u0935\u093f\u0915\u0932\u094d\u092a \u0939\u0948:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0935\u0947 \u092a\u093e\u092f\u0925\u0928 \u0921\u0947\u0935\u0932\u092a\u0930 \u091c\u093f\u0928\u094d\u0939\u0947\u0902 TensorFlow \u0915\u0940 \u0906\u0902\u0924\u0930\u093f\u0915 \u0915\u093e\u0930\u094d\u092f\u092a\u094d\u0930\u0923\u093e\u0932\u0940 \u092e\u0947\u0902 \u092e\u0939\u093e\u0930\u0924 \u0939\u093e\u0938\u093f\u0932 \u0915\u093f\u090f \u092c\u093f\u0928\u093e \u092e\u094c\u091c\u0942\u0926\u093e \u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917\u094b\u0902 \u092e\u0947\u0902 \u0935\u093f\u091c\u093c\u0928 \u0915\u094d\u0937\u092e\u0924\u093e\u090f\u0902 \u091c\u094b\u0921\u093c\u0928\u0947 \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0939\u0948\u0964<\/li>\n\n\n\n<li>\u0905\u0924\u094d\u092f\u093e\u0927\u0941\u0928\u093f\u0915 \u090f\u0906\u0908 \u0909\u0924\u094d\u092a\u093e\u0926 \u092c\u0928\u093e\u0928\u0947 \u0935\u093e\u0932\u0940 \u0909\u0924\u094d\u092a\u093e\u0926 \u091f\u0940\u092e\u0947\u0902, \u091c\u0939\u093e\u0902 \u092c\u093e\u091c\u093e\u0930 \u092e\u0947\u0902 \u0909\u0924\u094d\u092a\u093e\u0926 \u0932\u0949\u0928\u094d\u091a \u0915\u0930\u0928\u0947 \u0915\u093e \u0938\u092e\u092f \u0939\u0930 \u092e\u093f\u0932\u0940\u0938\u0947\u0915\u0902\u0921 \u0915\u0940 \u0935\u093f\u0932\u0902\u092c\u0924\u093e \u0915\u094b \u0915\u092e \u0915\u0930\u0928\u0947 \u0938\u0947 \u0915\u0939\u0940\u0902 \u0905\u0927\u093f\u0915 \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u0939\u0948\u0964<\/li>\n\n\n\n<li>\u0915\u0902\u092a\u094d\u092f\u0942\u091f\u0930 \u0935\u093f\u091c\u093c\u0928 \u092a\u0922\u093c\u093e\u0928\u0947 \u0935\u093e\u0932\u0947 \u091b\u093e\u0924\u094d\u0930\u094b\u0902 \u0914\u0930 \u0936\u093f\u0915\u094d\u0937\u0915\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f, \u092f\u0939 \u092a\u094d\u0932\u0947\u091f\u092b\u093c\u0949\u0930\u094d\u092e \u0938\u0947\u091f\u0905\u092a \u0915\u0940 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u0915\u094b \u0906\u0938\u093e\u0928 \u092c\u0928\u093e\u0924\u093e \u0939\u0948 \u0914\u0930 \u0936\u093f\u0915\u094d\u0937\u093e\u0930\u094d\u0925\u093f\u092f\u094b\u0902 \u0915\u094b \u090f\u092a\u094d\u0932\u093f\u0915\u0947\u0936\u0928 \u0932\u0949\u091c\u093f\u0915 \u092a\u0930 \u0927\u094d\u092f\u093e\u0928 \u0915\u0947\u0902\u0926\u094d\u0930\u093f\u0924 \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u092e\u0926\u0926 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/li>\n\n\n\n<li>\u090f\u092e\u094d\u092c\u0947\u0921\u0947\u0921 \u0938\u093f\u0938\u094d\u091f\u092e \u0907\u0902\u091c\u0940\u0928\u093f\u092f\u0930 \u091c\u094b \u092a\u094d\u0930\u094b\u0921\u0915\u094d\u0936\u0928 \u092a\u093e\u0907\u092a\u0932\u093e\u0907\u0928 \u0915\u094b \u0911\u092a\u094d\u091f\u093f\u092e\u093e\u0907\u091c\u093c \u0915\u0930\u0928\u0947 \u0938\u0947 \u092a\u0939\u0932\u0947 \u092a\u094d\u0930\u094b\u091f\u094b\u091f\u093e\u0907\u092a\u093f\u0902\u0917 \u0915\u0947 \u0932\u093f\u090f \u090f\u0915 \u0909\u091a\u094d\u091a-\u0938\u094d\u0924\u0930\u0940\u092f \u090f\u092a\u0940\u0906\u0908 \u091a\u093e\u0939\u0924\u0947 \u0939\u0948\u0902<\/li>\n\n\n\n<li>\u0910\u0938\u0947 \u091b\u094b\u091f\u0947 \u0926\u0932 \u091c\u093f\u0928\u0915\u0947 \u092a\u093e\u0938 \u0938\u092e\u0930\u094d\u092a\u093f\u0924 \u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u0907\u0902\u091c\u0940\u0928\u093f\u092f\u0930 \u0928\u0939\u0940\u0902 \u0939\u0948\u0902 \u0914\u0930 \u091c\u093f\u0928\u094d\u0939\u0947\u0902 \u0911\u092c\u094d\u091c\u0947\u0915\u094d\u091f \u0921\u093f\u091f\u0947\u0915\u094d\u0936\u0928, \u091f\u094d\u0930\u0948\u0915\u093f\u0902\u0917 \u092f\u093e \u092a\u094b\u091c \u090f\u0938\u094d\u091f\u093f\u092e\u0947\u0936\u0928 \u0915\u0947 \u0932\u093f\u090f \u090f\u0915 \u0930\u0947\u0921\u0940\u092e\u0947\u0921 \u0938\u092e\u093e\u0927\u093e\u0928 \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0939\u0948\u0964<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u092f\u0939 \u0907\u0928 \u0938\u094d\u0925\u093f\u0924\u093f\u092f\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0915\u092e \u0909\u092a\u092f\u0941\u0915\u094d\u0924 \u0939\u0948:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u091c\u093f\u0928 \u091f\u0940\u092e\u094b\u0902 \u0915\u094b \u0905\u0924\u094d\u092f\u093e\u0927\u0941\u0928\u093f\u0915 \u0905\u0928\u0941\u0938\u0902\u0927\u093e\u0928 \u092e\u0949\u0921\u0932 (\u091f\u094d\u0930\u093e\u0902\u0938\u092b\u0949\u0930\u094d\u092e\u0930, \u092a\u094d\u0930\u0938\u093e\u0930 \u092e\u0949\u0921\u0932 \u0906\u0926\u093f) \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0939\u0948 \u091c\u094b \u0938\u0942\u091a\u0940 \u092e\u0947\u0902 \u0928\u0939\u0940\u0902 \u0939\u0948\u0902, \u0935\u0947 \u0907\u0938 \u0935\u0947\u092c\u0938\u093e\u0907\u091f \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930 \u0938\u0915\u0924\u0940 \u0939\u0948\u0902\u0964<\/li>\n\n\n\n<li>\u0910\u0938\u0947 \u092a\u094d\u0930\u094b\u091c\u0947\u0915\u094d\u091f \u091c\u093f\u0928\u092e\u0947\u0902 \u092c\u0947\u0939\u0926 \u0915\u092e \u0932\u0947\u091f\u0947\u0902\u0938\u0940 (10ms \u0938\u0947 \u0915\u092e \u0907\u0928\u094d\u092b\u0930\u0947\u0902\u0938) \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0939\u094b\u0924\u0940 \u0939\u0948, \u091c\u0939\u093e\u0902 \u0939\u0930 \u0911\u092a\u094d\u091f\u093f\u092e\u093e\u0907\u091c\u0947\u0936\u0928 \u092e\u093e\u092f\u0928\u0947 \u0930\u0916\u0924\u093e \u0939\u0948<\/li>\n\n\n\n<li>\u0910\u0938\u0947 \u0938\u0902\u0917\u0920\u0928 \u091c\u093f\u0928\u0915\u0947 \u092a\u093e\u0938 \u0938\u0916\u094d\u0924 \u090f\u092f\u0930-\u0917\u0948\u092a \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e\u090f\u0902 \u0939\u0948\u0902 \u091c\u094b \u0915\u094d\u0932\u093e\u0909\u0921-\u0906\u0927\u093e\u0930\u093f\u0924 \u092e\u0949\u0921\u0932 \u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u0923 \u0915\u094b \u092a\u094d\u0930\u0924\u093f\u092c\u0902\u0927\u093f\u0924 \u0915\u0930\u0924\u0940 \u0939\u0948\u0902<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"753\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2026\/06\/1-39-1024x753.webp\" alt=\"\u092e\u0949\u0921\u0932 \u091a\u092f\u0928 \u0938\u0947 \u0932\u0947\u0915\u0930 \u090f\u091c \u092e\u0949\u0928\u093f\u091f\u0930\u093f\u0902\u0917 \u0924\u0915, \u0911\u0932\u0935\u0947\u091c\u090f\u0906\u0908 \u092a\u094d\u0932\u0947\u091f\u092b\u0949\u0930\u094d\u092e \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0915\u0947 \u0938\u0902\u092a\u0942\u0930\u094d\u0923 \u0935\u093f\u0915\u093e\u0938 \u0914\u0930 \u092a\u0930\u093f\u0928\u093f\u092f\u094b\u091c\u0928 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e\u0964\" class=\"wp-image-184038\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2026\/06\/1-39-1024x753.webp 1024w, https:\/\/flypix.ai\/wp-content\/uploads\/2026\/06\/1-39-300x221.webp 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2026\/06\/1-39-768x565.webp 768w, https:\/\/flypix.ai\/wp-content\/uploads\/2026\/06\/1-39-16x12.webp 16w, https:\/\/flypix.ai\/wp-content\/uploads\/2026\/06\/1-39.webp 1284w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u092d\u0935\u093f\u0937\u094d\u092f \u0915\u0940 \u0930\u0942\u092a\u0930\u0947\u0916\u093e \u0914\u0930 \u092a\u094d\u0932\u0947\u091f\u092b\u093c\u0949\u0930\u094d\u092e \u0915\u093e \u0935\u093f\u0915\u093e\u0938<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0930\u093f\u0932\u0940\u091c\u093c \u0928\u094b\u091f\u094d\u0938 \u0914\u0930 \u0906\u0927\u093f\u0915\u093e\u0930\u093f\u0915 \u092c\u094d\u0932\u0949\u0917 \u0915\u0947 \u0906\u0927\u093e\u0930 \u092a\u0930, alwaysAI \u0932\u0917\u093e\u0924\u093e\u0930 \u0935\u093f\u0915\u0938\u093f\u0924 \u0939\u094b \u0930\u0939\u093e \u0939\u0948\u0964 \u0939\u093e\u0932 \u0939\u0940 \u092e\u0947\u0902 \u0907\u0938\u092e\u0947\u0902 Python 3.11\/3.12 \u0915\u093e \u0938\u092e\u0930\u094d\u0925\u0928, Blaize \u090f\u0915\u094d\u0938\u0947\u0932\u0947\u0930\u0947\u091f\u0930 \u0915\u093e \u090f\u0915\u0940\u0915\u0930\u0923 \u0914\u0930 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u0947 \u0932\u093f\u090f \u092c\u0947\u0939\u0924\u0930 \u091f\u093e\u0907\u092e\u0938\u094d\u091f\u0948\u092e\u094d\u092a \u092f\u0942\u091f\u093f\u0932\u093f\u091f\u0940\u091c\u093c \u0936\u093e\u092e\u093f\u0932 \u0915\u0940 \u0917\u0908 \u0939\u0948\u0902\u0964.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u090f\u091c \u0921\u093f\u092a\u094d\u0932\u0949\u092f\u092e\u0947\u0902\u091f \u092a\u0930 \u092a\u094d\u0932\u0947\u091f\u092b\u0949\u0930\u094d\u092e \u0915\u093e \u092b\u094b\u0915\u0938 \u0935\u094d\u092f\u093e\u092a\u0915 \u0909\u0926\u094d\u092f\u094b\u0917 \u0930\u0941\u091d\u093e\u0928\u094b\u0902 \u0915\u0947 \u0905\u0928\u0941\u0930\u0942\u092a \u0939\u0948\u0964 \u091c\u0948\u0938\u0947-\u091c\u0948\u0938\u0947 \u092e\u0949\u0921\u0932 \u0905\u0927\u093f\u0915 \u0915\u0941\u0936\u0932 \u0939\u094b\u0924\u0947 \u091c\u093e \u0930\u0939\u0947 \u0939\u0948\u0902 (\u0915\u094d\u0935\u093e\u0902\u091f\u093e\u0907\u091c\u0947\u0936\u0928, \u092a\u094d\u0930\u0942\u0928\u093f\u0902\u0917, \u0921\u093f\u0938\u094d\u091f\u093f\u0932\u0947\u0936\u0928), \u090f\u091c \u0921\u093f\u0935\u093e\u0907\u0938\u094b\u0902 \u0915\u0940 \u0915\u0902\u092a\u094d\u092f\u0942\u091f\u093f\u0902\u0917 \u0915\u094d\u0937\u092e\u0924\u093e \u092c\u0922\u093c \u0930\u0939\u0940 \u0939\u0948 (\u0928\u0947\u0915\u094d\u0938\u094d\u091f-\u091c\u0947\u0928 \u091c\u0947\u091f\u0938\u0928, \u0928\u090f \u090f\u0906\u0930\u090f\u092e \u090f\u0938\u0913\u0938\u0940), \u0914\u0930 \u0917\u094b\u092a\u0928\u0940\u092f\u0924\u093e \u0928\u093f\u092f\u092e \u0938\u0916\u094d\u0924 \u0939\u094b\u0924\u0947 \u091c\u093e \u0930\u0939\u0947 \u0939\u0948\u0902, \u0911\u0928-\u0921\u093f\u0935\u093e\u0907\u0938 \u0907\u0928\u094d\u092b\u0930\u0947\u0902\u0938 \u0915\u0908 \u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0921\u093f\u092b\u093c\u0949\u0932\u094d\u091f \u092c\u0928 \u0930\u0939\u093e \u0939\u0948\u0964.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">alwaysAI \u0916\u0941\u0926 \u0915\u094b \u090f\u0915 \u0921\u0947\u0935\u0932\u092a\u0930-\u0905\u0928\u0941\u0915\u0942\u0932 \u0932\u0947\u092f\u0930 \u0915\u0947 \u0930\u0942\u092a \u092e\u0947\u0902 \u0938\u094d\u0925\u093e\u092a\u093f\u0924 \u0915\u0930 \u0930\u0939\u093e \u0939\u0948 \u091c\u094b \u0939\u093e\u0930\u094d\u0921\u0935\u0947\u092f\u0930 \u0915\u0940 \u091c\u091f\u093f\u0932\u0924\u093e \u0915\u094b \u0938\u0930\u0932 \u092c\u0928\u093e\u0924\u0947 \u0939\u0941\u090f \u092e\u0949\u0921\u0932 \u092e\u0947\u0902 \u0939\u094b \u0930\u0939\u0947 \u0928\u0935\u0940\u0928\u0924\u092e \u0935\u093f\u0915\u093e\u0938\u094b\u0902 \u0915\u0947 \u0938\u093e\u0925 \u0924\u093e\u0932\u092e\u0947\u0932 \u092c\u0928\u093e\u090f \u0930\u0916\u0924\u093e \u0939\u0948\u0964 \u092f\u0926\u093f \u092f\u0939 \u092a\u094d\u0932\u0947\u091f\u092b\u0949\u0930\u094d\u092e \u091f\u094d\u0930\u093e\u0902\u0938\u092b\u0949\u0930\u094d\u092e\u0930-\u0906\u0927\u093e\u0930\u093f\u0924 \u0935\u093f\u091c\u093c\u0928 \u092e\u0949\u0921\u0932 (ViT, DINO, SAM) \u0915\u0947 \u0932\u093f\u090f \u0938\u092e\u0930\u094d\u0925\u0928 \u091c\u094b\u0921\u093c\u0924\u093e \u0939\u0948 \u0914\u0930 \u0911\u092c\u094d\u091c\u0947\u0915\u094d\u091f \u0921\u093f\u091f\u0947\u0915\u094d\u0936\u0928 \u0938\u0947 \u092a\u0930\u0947 \u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u0923 \u0915\u094d\u0937\u092e\u0924\u093e\u0913\u0902 \u0915\u093e \u0935\u093f\u0938\u094d\u0924\u093e\u0930 \u0915\u0930\u0924\u093e \u0939\u0948, \u0924\u094b \u092f\u0939 \u0909\u092a\u092f\u094b\u0917 \u092e\u0947\u0902 \u0906\u0938\u093e\u0928\u0940 \u0915\u0947 \u0932\u093e\u092d \u0915\u094b \u092c\u0928\u093e\u090f \u0930\u0916\u0924\u0947 \u0939\u0941\u090f \u0905\u0927\u093f\u0915 \u0932\u091a\u0940\u0932\u0947 \u092b\u094d\u0930\u0947\u092e\u0935\u0930\u094d\u0915 \u0915\u0947 \u0938\u093e\u0925 \u092a\u094d\u0930\u0924\u093f\u0938\u094d\u092a\u0930\u094d\u0927\u093e \u0915\u0930 \u0938\u0915\u0924\u093e \u0939\u0948\u0964.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u0905\u0915\u094d\u0938\u0930 \u092a\u0942\u091b\u0947 \u091c\u093e\u0928\u0947 \u0935\u093e\u0932\u0947 \u092a\u094d\u0930\u0936\u094d\u0928\u094b\u0902<\/h2>\n\n\n\n<div class=\"schema-faq wp-block-yoast-faq-block\"><div class=\"schema-faq-section\" id=\"faq-question-1781208711711\"><strong class=\"schema-faq-question\">alwaysAI \u0915\u093f\u0928-\u0915\u093f\u0928 \u092a\u094d\u0930\u094b\u0917\u094d\u0930\u093e\u092e\u093f\u0902\u0917 \u092d\u093e\u0937\u093e\u0913\u0902 \u0915\u094b \u0938\u092a\u094b\u0930\u094d\u091f \u0915\u0930\u0924\u093e \u0939\u0948?<\/strong> <p class=\"schema-faq-answer\">alwaysAI \u0915\u093e edgeIQ API \u0915\u0947\u0935\u0932 Python \u092a\u0930 \u0906\u0927\u093e\u0930\u093f\u0924 \u0939\u0948\u0964 \u0938\u092d\u0940 \u090f\u092a\u094d\u0932\u093f\u0915\u0947\u0936\u0928 \u0915\u094b\u0921, \u092e\u0949\u0921\u0932 \u0915\u0949\u0928\u094d\u092b\u093c\u093f\u0917\u0930\u0947\u0936\u0928 \u0914\u0930 \u092a\u0930\u093f\u0928\u093f\u092f\u094b\u091c\u0928 \u0938\u094d\u0915\u094d\u0930\u093f\u092a\u094d\u091f Python 3.8 \u092f\u093e \u0909\u0938\u0915\u0947 \u092c\u093e\u0926 \u0915\u0947 \u0938\u0902\u0938\u094d\u0915\u0930\u0923 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902 (\u0930\u093f\u0932\u0940\u091c\u093c 2.9.0 \u0938\u0947 3.11 \u0914\u0930 3.12 \u0938\u092e\u0930\u094d\u0925\u093f\u0924 \u0939\u0948\u0902)\u0964.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1781208724294\"><strong class=\"schema-faq-question\">\u0915\u094d\u092f\u093e \u092e\u0948\u0902 AlwaysAI \u0915\u0947 \u0938\u093e\u0925 \u0905\u092a\u0928\u0947 \u0916\u0941\u0926 \u0915\u0947 \u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u093f\u0924 \u092e\u0949\u0921\u0932 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930 \u0938\u0915\u0924\u093e \u0939\u0942\u0901?<\/strong> <p class=\"schema-faq-answer\">\u091c\u0940 \u0939\u093e\u0902, \u0932\u0947\u0915\u093f\u0928 \u0915\u0941\u091b \u0938\u0940\u092e\u093e\u0913\u0902 \u0915\u0947 \u0938\u093e\u0925\u0964 \u092e\u0949\u0921\u0932 \u091f\u094d\u0930\u0947\u0928\u093f\u0902\u0917 \u091f\u0942\u0932\u0915\u093f\u091f \u0915\u0938\u094d\u091f\u092e \u0911\u092c\u094d\u091c\u0947\u0915\u094d\u091f \u0921\u093f\u091f\u0947\u0915\u094d\u0936\u0928 \u092e\u0949\u0921\u0932 \u0915\u094b \u0938\u092a\u094b\u0930\u094d\u091f \u0915\u0930\u0924\u093e \u0939\u0948\u0964 \u0905\u0928\u094d\u092f \u092e\u0949\u0921\u0932 \u092a\u094d\u0930\u0915\u093e\u0930\u094b\u0902 (\u0935\u0930\u094d\u0917\u0940\u0915\u0930\u0923, \u0935\u093f\u092d\u093e\u091c\u0928, \u092a\u094b\u091c\u093c) \u0915\u0947 \u0932\u093f\u090f, \u0906\u092a\u0915\u094b \u0905\u092a\u0928\u0947 \u092e\u0949\u0921\u0932 \u0915\u094b \u090f\u0915 \u0938\u0902\u0917\u0924 \u092a\u094d\u0930\u093e\u0930\u0942\u092a (ONNX, TensorFlow, \u0906\u0926\u093f) \u092e\u0947\u0902 \u0928\u093f\u0930\u094d\u092f\u093e\u0924 \u0915\u0930\u0928\u093e \u0939\u094b\u0917\u093e \u0914\u0930 \u092f\u0939 \u091c\u093e\u0902\u091a\u0928\u093e \u0939\u094b\u0917\u093e \u0915\u093f \u090f\u091c\u0906\u0908\u0915\u094d\u092f\u0942 \u090f\u092a\u0940\u0906\u0908 \u0907\u0938\u0947 \u0932\u094b\u0921 \u0915\u0930 \u0938\u0915\u0924\u093e \u0939\u0948 \u092f\u093e \u0928\u0939\u0940\u0902\u0964 \u0930\u0942\u092a\u093e\u0902\u0924\u0930\u0923 \u0926\u093f\u0936\u093e\u0928\u093f\u0930\u094d\u0926\u0947\u0936\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0906\u0927\u093f\u0915\u093e\u0930\u093f\u0915 \u0926\u0938\u094d\u0924\u093e\u0935\u0947\u091c\u093c \u0926\u0947\u0916\u0947\u0902\u0964.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1781208738630\"><strong class=\"schema-faq-question\">\u0915\u094d\u092f\u093e AlwaysAI \u0911\u092b\u0932\u093e\u0907\u0928 \u0915\u093e\u092e \u0915\u0930\u0924\u093e \u0939\u0948 \u092f\u093e \u0907\u0938\u0915\u0947 \u0932\u093f\u090f \u0907\u0902\u091f\u0930\u0928\u0947\u091f \u0915\u0928\u0947\u0915\u094d\u091f\u093f\u0935\u093f\u091f\u0940 \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0939\u094b\u0924\u0940 \u0939\u0948?<\/strong> <p class=\"schema-faq-answer\">\u092e\u0949\u0921\u0932 \u0921\u093e\u0909\u0928\u0932\u094b\u0921 \u0939\u094b \u091c\u093e\u0928\u0947 \u0914\u0930 \u0910\u092a \u0921\u093f\u092a\u094d\u0932\u0949\u092f \u0939\u094b \u091c\u093e\u0928\u0947 \u0915\u0947 \u092c\u093e\u0926, alwaysAI \u090f\u092a\u094d\u0932\u093f\u0915\u0947\u0936\u0928 \u090f\u091c \u0921\u093f\u0935\u093e\u0907\u0938 \u092a\u0930 \u092a\u0942\u0930\u0940 \u0924\u0930\u0939 \u0938\u0947 \u0911\u092b\u093c\u0932\u093e\u0907\u0928 \u091a\u0932\u0924\u0947 \u0939\u0948\u0902\u0964 \u0907\u0902\u091f\u0930\u0928\u0947\u091f \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0915\u0947\u0935\u0932 \u092a\u094d\u0930\u093e\u0930\u0902\u092d\u093f\u0915 \u0938\u0947\u091f\u0905\u092a (\u092e\u0949\u0921\u0932 \u0921\u093e\u0909\u0928\u0932\u094b\u0921 \u0915\u0930\u0928\u093e, CLI \u0905\u092a\u0921\u0947\u091f) \u0915\u0947 \u0926\u094c\u0930\u093e\u0928 \u0914\u0930 \u0915\u094d\u0932\u093e\u0909\u0921-\u0906\u0927\u093e\u0930\u093f\u0924 \u092e\u0949\u0921\u0932 \u091f\u094d\u0930\u0947\u0928\u093f\u0902\u0917 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0928\u0947 \u092a\u0930 \u0939\u0940 \u0939\u094b\u0924\u0940 \u0939\u0948\u0964.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1781208751348\"><strong class=\"schema-faq-question\">\u0915\u094c\u0928-\u0915\u094c\u0928 \u0938\u0947 \u090f\u091c \u0921\u093f\u0935\u093e\u0907\u0938 \u0906\u0927\u093f\u0915\u093e\u0930\u093f\u0915 \u0924\u094c\u0930 \u092a\u0930 \u0938\u092e\u0930\u094d\u0925\u093f\u0924 \u0939\u0948\u0902?<\/strong> <p class=\"schema-faq-answer\">\u0906\u0927\u093f\u0915\u093e\u0930\u093f\u0915 \u0938\u092e\u0930\u094d\u0925\u0928 \u092e\u0947\u0902 NVIDIA Jetson \u092c\u094b\u0930\u094d\u0921 (Nano, Xavier, Orin), Raspberry Pi (3B+, 4, 5), x86 Linux \u092e\u0936\u0940\u0928\u0947\u0902 \u0914\u0930 ARM-\u0906\u0927\u093e\u0930\u093f\u0924 \u090f\u091c \u0938\u0930\u094d\u0935\u0930 \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0902\u0964 \u0930\u093f\u0932\u0940\u091c\u093c 2.9.0 \u0938\u0947 Google Coral Edge TPU \u0914\u0930 Blaize \u090f\u0915\u094d\u0938\u0947\u0932\u0947\u0930\u0947\u091f\u0930 \u0915\u093e\u0930\u094d\u0921 \u0938\u092e\u0930\u094d\u0925\u093f\u0924 \u0939\u0948\u0902\u0964 \u0928\u0935\u0940\u0928\u0924\u092e \u0938\u0942\u091a\u0940 \u0915\u0947 \u0932\u093f\u090f \u0906\u0927\u093f\u0915\u093e\u0930\u093f\u0915 \u0939\u093e\u0930\u094d\u0921\u0935\u0947\u092f\u0930 \u0938\u0902\u0917\u0924\u0924\u093e \u092a\u0943\u0937\u094d\u0920 \u0926\u0947\u0916\u0947\u0902\u0964.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1781208764234\"><strong class=\"schema-faq-question\">AlwaysAI \u0915\u0908 \u0915\u0948\u092e\u0930\u094b\u0902 \u0938\u0947 \u0935\u0940\u0921\u093f\u092f\u094b \u0907\u0928\u092a\u0941\u091f \u0915\u094b \u0915\u0948\u0938\u0947 \u0939\u0948\u0902\u0921\u0932 \u0915\u0930\u0924\u093e \u0939\u0948?<\/strong> <p class=\"schema-faq-answer\">VideoStream \u0915\u094d\u0932\u093e\u0938 \u0915\u0908 \u0915\u0948\u092e\u0930\u093e \u0907\u0928\u092a\u0941\u091f \u0915\u094b \u0938\u092a\u094b\u0930\u094d\u091f \u0915\u0930\u0924\u0940 \u0939\u0948\u0964 \u0921\u0947\u0935\u0932\u092a\u0930 \u092a\u094d\u0930\u0924\u094d\u092f\u0947\u0915 \u0915\u0948\u092e\u0930\u093e \u092b\u093c\u0940\u0921 \u0915\u0947 \u0932\u093f\u090f \u0905\u0932\u0917-\u0905\u0932\u0917 VideoStream \u0911\u092c\u094d\u091c\u0947\u0915\u094d\u091f \u092c\u0928\u093e\u0924\u0947 \u0939\u0948\u0902 \u0914\u0930 \u0909\u0928\u094d\u0939\u0947\u0902 \u0938\u092e\u093e\u0928\u093e\u0902\u0924\u0930 \u092f\u093e \u0915\u094d\u0930\u092e\u093f\u0915 \u0930\u0942\u092a \u0938\u0947 \u092a\u094d\u0930\u094b\u0938\u0947\u0938 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964 MultiStreamFramework (\u091c\u093f\u0938\u0915\u093e \u0909\u0932\u094d\u0932\u0947\u0916 API \u0926\u0938\u094d\u0924\u093e\u0935\u0947\u091c\u093c\u094b\u0902 \u092e\u0947\u0902 \u0915\u093f\u092f\u093e \u0917\u092f\u093e \u0939\u0948) \u0938\u093f\u0902\u0915\u094d\u0930\u094b\u0928\u093e\u0907\u091c\u093c\u094d\u0921 \u092e\u0932\u094d\u091f\u0940-\u0915\u0948\u092e\u0930\u093e \u092a\u094d\u0930\u094b\u0938\u0947\u0938\u093f\u0902\u0917 \u0915\u0947 \u0932\u093f\u090f \u092f\u0942\u091f\u093f\u0932\u093f\u091f\u0940\u091c\u093c \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u093e \u0939\u0948\u0964.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1781208783558\"><strong class=\"schema-faq-question\">\u0915\u094d\u092f\u093e \u092e\u0948\u0902 AlwaysAI \u090f\u092a\u094d\u0932\u093f\u0915\u0947\u0936\u0928 \u0915\u094b Docker \u0915\u0902\u091f\u0947\u0928\u0930 \u092e\u0947\u0902 \u0921\u093f\u092a\u094d\u0932\u0949\u092f \u0915\u0930 \u0938\u0915\u0924\u093e \u0939\u0942\u0901?<\/strong> <p class=\"schema-faq-answer\">\u091c\u0940 \u0939\u093e\u0902, alwaysAI \u0906\u0927\u093f\u0915\u093e\u0930\u093f\u0915 \u0921\u0949\u0915\u0930 \u092c\u0947\u0938 \u0907\u092e\u0947\u091c (\u091c\u0948\u0938\u0947, Jetson Nano \u0915\u0947 \u0932\u093f\u090f alwaysai\/edgeiq:nano-0.11.0) \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u093e \u0939\u0948\u0964 CLI \u0915\u0902\u091f\u0947\u0928\u0930\u0940\u0915\u0943\u0924 \u090f\u092a\u094d\u0932\u093f\u0915\u0947\u0936\u0928 \u092c\u0928\u093e \u0914\u0930 \u0924\u0948\u0928\u093e\u0924 \u0915\u0930 \u0938\u0915\u0924\u093e \u0939\u0948\u0964 \u0928\u090f \u092a\u094d\u0930\u094b\u091c\u0947\u0915\u094d\u091f \u0915\u0947 \u0932\u093f\u090f \u0921\u0949\u0915\u0930\u092b\u093e\u0907\u0932 \u0938\u094d\u0935\u091a\u093e\u0932\u093f\u0924 \u0930\u0942\u092a \u0938\u0947 \u091c\u0947\u0928\u0930\u0947\u091f \u0939\u094b \u091c\u093e\u0924\u0940 \u0939\u0948\u0902\u0964.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1781208799177\"><strong class=\"schema-faq-question\">alwaysAI \u0915\u093f\u0938 \u092a\u094d\u0930\u0915\u093e\u0930 \u0915\u0947 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0914\u0930 \u0930\u093f\u092a\u094b\u0930\u094d\u091f\u093f\u0902\u0917 \u0938\u0947\u0935\u093e\u090f\u0902 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u093e \u0939\u0948?<\/strong> <p class=\"schema-faq-answer\">\u090f\u0928\u093e\u0932\u093f\u091f\u093f\u0915\u094d\u0938 \u092e\u0949\u0921\u094d\u092f\u0942\u0932 \u0911\u092c\u094d\u091c\u0947\u0915\u094d\u091f \u0915\u093e\u0909\u0902\u091f, \u0920\u0939\u0930\u093e\u0935 \u0938\u092e\u092f, \u091c\u093c\u094b\u0928 \u092e\u0947\u0902 \u092a\u094d\u0930\u0935\u0947\u0936\/\u0928\u093f\u0915\u093e\u0938 \u0914\u0930 \u091f\u094d\u0930\u0948\u091c\u0947\u0915\u094d\u091f\u0930\u0940 \u0921\u0947\u091f\u093e \u091c\u0948\u0938\u0940 \u0918\u091f\u0928\u093e\u0913\u0902 \u0915\u094b \u091f\u094d\u0930\u0948\u0915 \u0915\u0930\u0924\u093e \u0939\u0948\u0964 \u092a\u0930\u093f\u0923\u093e\u092e \u0938\u094d\u0925\u093e\u0928\u0940\u092f \u0930\u0942\u092a \u0938\u0947 \u0938\u0902\u0917\u094d\u0930\u0939\u0940\u0924 \u0915\u093f\u090f \u091c\u093e\u0924\u0947 \u0939\u0948\u0902 \u0914\u0930 \u0909\u0928\u094d\u0939\u0947\u0902 CSV \u092f\u093e JSON \u092b\u0949\u0930\u094d\u092e\u0947\u091f \u092e\u0947\u0902 \u0928\u093f\u0930\u094d\u092f\u093e\u0924 \u0915\u093f\u092f\u093e \u091c\u093e \u0938\u0915\u0924\u093e \u0939\u0948\u0964 \u0930\u093f\u0932\u0940\u091c\u093c 2.9.0 \u092e\u0947\u0902 \u091f\u093e\u0907\u092e\u0938\u094d\u091f\u0948\u092e\u094d\u092a \u092f\u0942\u091f\u093f\u0932\u093f\u091f\u0940\u091c\u093c \u0914\u0930 \u092c\u0921\u093c\u0947 \u090f\u0928\u093e\u0932\u093f\u091f\u093f\u0915\u094d\u0938 \u092b\u093c\u093e\u0907\u0932\u094b\u0902 \u0915\u094b \u0932\u094b\u0921 \u0915\u0930\u0924\u0947 \u0938\u092e\u092f \u092e\u0947\u092e\u094b\u0930\u0940 \u0909\u092a\u092f\u094b\u0917 \u0915\u094b \u0928\u093f\u092f\u0902\u0924\u094d\u0930\u093f\u0924 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f num_logs \u092a\u0948\u0930\u093e\u092e\u0940\u091f\u0930 \u091c\u094b\u0921\u093c\u093e \u0917\u092f\u093e \u0939\u0948\u0964.<\/p> <\/div> <\/div>\n\n\n\n<h2 class=\"wp-block-heading\">\u0905\u0902\u0924\u093f\u092e \u0928\u093f\u0930\u094d\u0923\u092f: \u0915\u094d\u092f\u093e \u0906\u092a\u0915\u094b alwaysAI \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0928\u093e \u091a\u093e\u0939\u093f\u090f?<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">alwaysAI \u0905\u092a\u0928\u0947 \u0935\u093e\u0926\u0947 \u092a\u0930 \u0916\u0930\u093e \u0909\u0924\u0930\u0924\u093e \u0939\u0948: \u090f\u091c \u0939\u093e\u0930\u094d\u0921\u0935\u0947\u092f\u0930 \u092a\u0930 \u0935\u093f\u091c\u093c\u0928 AI \u090f\u092a\u094d\u0932\u093f\u0915\u0947\u0936\u0928 \u0915\u094b \u0924\u0948\u0928\u093e\u0924 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u090f\u0915 \u0924\u0947\u091c\u093c, \u092a\u093e\u092f\u0925\u0928-\u0905\u0928\u0941\u0915\u0942\u0932 \u092e\u093e\u0930\u094d\u0917\u0964 edgeIQ API \u0928\u093f\u092f\u0902\u0924\u094d\u0930\u0923 \u0915\u094b \u092a\u0942\u0930\u0940 \u0924\u0930\u0939 \u0938\u0947 \u091b\u093f\u092a\u093e\u090f \u092c\u093f\u0928\u093e \u092e\u0949\u0921\u0932 \u0905\u0928\u0941\u092e\u093e\u0928, \u0939\u093e\u0930\u094d\u0921\u0935\u0947\u092f\u0930 \u0924\u094d\u0935\u0930\u0923 \u0914\u0930 \u0935\u0940\u0921\u093f\u092f\u094b \u0938\u094d\u091f\u094d\u0930\u0940\u092e\u093f\u0902\u0917 \u0915\u0940 \u091c\u091f\u093f\u0932\u0924\u093e \u0915\u094b \u0938\u0930\u0932 \u092c\u0928\u093e\u0924\u093e \u0939\u0948\u0964.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u091c\u094b \u091f\u0940\u092e\u0947\u0902 \u0932\u091a\u0940\u0932\u0947\u092a\u0928 \u0915\u0947 \u092c\u091c\u093e\u092f \u0917\u0924\u093f \u0915\u094b \u092e\u0939\u0924\u094d\u0935 \u0926\u0947\u0924\u0940 \u0939\u0948\u0902, \u0909\u0928\u0915\u0947 \u0932\u093f\u090f alwaysAI \u0909\u0924\u094d\u092a\u093e\u0926\u0915\u0924\u093e \u092c\u0922\u093c\u093e\u0928\u0947 \u0935\u093e\u0932\u093e \u0909\u092a\u0915\u0930\u0923 \u0939\u0948\u0964 \u0907\u0938\u0915\u0947 \u0938\u094d\u091f\u093e\u0930\u094d\u091f\u0930 \u0910\u092a\u094d\u0938, \u092e\u0949\u0921\u0932 \u0915\u0948\u091f\u0932\u0949\u0917 \u0914\u0930 \u0905\u0902\u0924\u0930\u094d\u0928\u093f\u0939\u093f\u0924 \u0921\u093f\u092c\u0917\u093f\u0902\u0917 \u091f\u0942\u0932\u094d\u0938 (\u0938\u094d\u091f\u094d\u0930\u0940\u092e\u0930, \u091c\u093c\u094b\u0928 \u090f\u0921\u093f\u091f\u0930, \u090f\u092b\u092a\u0940\u090f\u0938 \u091f\u094d\u0930\u0948\u0915\u093f\u0902\u0917) \u0909\u0928 \u092c\u093e\u0927\u093e\u0913\u0902 \u0915\u094b \u0926\u0942\u0930 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902 \u091c\u093f\u0928\u092e\u0947\u0902 \u0905\u0928\u094d\u092f\u0925\u093e \u0915\u0908 \u0926\u093f\u0928 \u092f\u093e \u0938\u092a\u094d\u0924\u093e\u0939 \u0932\u0917 \u091c\u093e\u0924\u0947\u0964.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0932\u0947\u0915\u093f\u0928 \u092f\u0939 \u0915\u094b\u0908 \u0938\u0930\u094d\u0935\u0935\u094d\u092f\u093e\u092a\u0940 \u0938\u092e\u093e\u0927\u093e\u0928 \u0928\u0939\u0940\u0902 \u0939\u0948\u0964 \u0915\u0938\u094d\u091f\u092e \u0906\u0930\u094d\u0915\u093f\u091f\u0947\u0915\u094d\u091a\u0930 \u092c\u0928\u093e\u0928\u0947 \u0935\u093e\u0932\u0940 \u091f\u0940\u092e\u0947\u0902, \u0928\u090f \u092e\u0949\u0921\u0932 \u092a\u0930 \u092a\u094d\u0930\u092f\u094b\u0917 \u0915\u0930\u0928\u0947 \u0935\u093e\u0932\u0947 \u0936\u094b\u0927\u0915\u0930\u094d\u0924\u093e, \u092f\u093e 10ms \u0938\u0947 \u0915\u092e \u0932\u0947\u091f\u0947\u0902\u0938\u0940 \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0935\u093e\u0932\u0947 \u092a\u094d\u0930\u094b\u091c\u0947\u0915\u094d\u091f \u0905\u0902\u0924\u0924\u0903 \u092a\u094d\u0932\u0947\u091f\u092b\u093c\u0949\u0930\u094d\u092e \u0915\u0940 \u090f\u092c\u094d\u0938\u094d\u091f\u094d\u0930\u0948\u0915\u094d\u0936\u0928 \u0932\u0947\u092f\u0930 \u0938\u0947 \u0906\u0917\u0947 \u0928\u093f\u0915\u0932 \u091c\u093e\u090f\u0902\u0917\u0947\u0964 \u0910\u0938\u0947 \u092e\u093e\u092e\u0932\u094b\u0902 \u092e\u0947\u0902, TensorFlow, PyTorch, \u092f\u093e DeepStream \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0928\u093e \u0905\u092a\u0930\u093f\u0939\u093e\u0930\u094d\u092f \u0939\u094b \u091c\u093e\u090f\u0917\u093e\u0964.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">alwaysAI \u0915\u093e \u0906\u0926\u0930\u094d\u0936 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0935\u0939 \u0921\u0947\u0935\u0932\u092a\u0930 \u0939\u0948 \u091c\u094b \u092a\u093e\u092f\u0925\u0928 \u091c\u093e\u0928\u0924\u093e \u0939\u0948, \u091c\u093f\u0938\u0947 \u0915\u0941\u091b \u0939\u0940 \u0939\u092b\u094d\u0924\u094b\u0902 \u092e\u0947\u0902 (\u092e\u0939\u0940\u0928\u094b\u0902 \u092e\u0947\u0902 \u0928\u0939\u0940\u0902) \u0935\u093f\u091c\u093c\u0928 \u092b\u093c\u0940\u091a\u0930 \u0935\u093f\u0915\u0938\u093f\u0924 \u0915\u0930\u0928\u093e \u0939\u0948, \u0914\u0930 \u091c\u094b \u0910\u0938\u0947 \u090f\u091c \u0939\u093e\u0930\u094d\u0921\u0935\u0947\u092f\u0930 \u092a\u0930 \u0915\u093e\u092e \u0915\u0930 \u0930\u0939\u093e \u0939\u0948 \u091c\u0939\u093e\u0901 \u0915\u094d\u0932\u093e\u0909\u0921 \u0907\u0928\u094d\u092b\u093c\u0930\u0947\u0902\u0938\u093f\u0902\u0917 \u0938\u0902\u092d\u0935 \u0928\u0939\u0940\u0902 \u0939\u0948\u0964 \u0910\u0938\u0947 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e\u0913\u0902 \u0915\u0947 \u0932\u093f\u090f, 2026 \u092e\u0947\u0902 \u0909\u092a\u0932\u092c\u094d\u0927 \u0935\u093f\u0915\u0932\u094d\u092a\u094b\u0902 \u092e\u0947\u0902 \u0938\u0947 \u092f\u0939 \u090f\u0915 \u092c\u0947\u0939\u0924\u0930\u0940\u0928 \u0935\u093f\u0915\u0932\u094d\u092a \u0939\u0948\u0964.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u092e\u0942\u0932\u094d\u092f \u0928\u093f\u0930\u094d\u0927\u093e\u0930\u0923 \u092e\u0947\u0902 \u092a\u093e\u0930\u0926\u0930\u094d\u0936\u093f\u0924\u093e \u0905\u092d\u0940 \u092d\u0940 \u090f\u0915 \u0915\u092e\u091c\u094b\u0930 \u092c\u093f\u0902\u0926\u0941 \u0939\u0948\u2014\u0905\u092a\u0928\u0940 \u092f\u094b\u091c\u0928\u093e \u0915\u094b \u0905\u0902\u0924\u093f\u092e \u0930\u0942\u092a \u0926\u0947\u0928\u0947 \u0938\u0947 \u092a\u0939\u0932\u0947 \u0906\u0927\u093f\u0915\u093e\u0930\u093f\u0915 \u0935\u0947\u092c\u0938\u093e\u0907\u091f \u0926\u0947\u0916\u0947\u0902 \u092f\u093e \u092c\u093f\u0915\u094d\u0930\u0940 \u0935\u093f\u092d\u093e\u0917 \u0938\u0947 \u0938\u0902\u092a\u0930\u094d\u0915 \u0915\u0930\u0947\u0902\u0964 \u0938\u093e\u0925 \u0939\u0940, \u0930\u093f\u0932\u0940\u091c\u093c \u0928\u094b\u091f\u094d\u0938 \u092a\u0930 \u092d\u0940 \u0928\u091c\u093c\u0930 \u0930\u0916\u0947\u0902; \u092a\u094d\u0932\u0947\u091f\u092b\u093c\u0949\u0930\u094d\u092e \u0924\u0947\u091c\u093c\u0940 \u0938\u0947 \u0935\u093f\u0915\u0938\u093f\u0924 \u0939\u094b \u0930\u0939\u093e \u0939\u0948 \u0914\u0930 \u0939\u0930 \u0915\u0941\u091b \u092e\u0939\u0940\u0928\u094b\u0902 \u092e\u0947\u0902 \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u0905\u092a\u0921\u0947\u091f \u0906\u0924\u0947 \u0930\u0939\u0924\u0947 \u0939\u0948\u0902\u0964.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0915\u094d\u092f\u093e \u0906\u092a \u092c\u093f\u0928\u093e \u0915\u093f\u0938\u0940 \u091c\u094b\u0916\u093f\u092e \u0915\u0947 alwaysAI \u0915\u094b \u0906\u091c\u093c\u092e\u093e\u0928\u093e \u091a\u093e\u0939\u0924\u0947 \u0939\u0948\u0902? CLI \u0921\u093e\u0909\u0928\u0932\u094b\u0921 \u0915\u0930\u0947\u0902, \u0930\u0940\u092f\u0932-\u091f\u093e\u0907\u092e \u0911\u092c\u094d\u091c\u0947\u0915\u094d\u091f \u0921\u093f\u091f\u0947\u0915\u094d\u091f\u0930 \u091f\u094d\u092f\u0942\u091f\u094b\u0930\u093f\u092f\u0932 \u0915\u094b \u092a\u0942\u0930\u093e \u0915\u0930\u0947\u0902 \u0914\u0930 \u0907\u0938\u0947 Raspberry Pi \u092f\u093e \u0915\u093f\u0938\u0940 \u0905\u0928\u094d\u092f \u0932\u0948\u092a\u091f\u0949\u092a \u092a\u0930 \u0907\u0902\u0938\u094d\u091f\u0949\u0932 \u0915\u0930\u0947\u0902\u0964 \u092f\u0939 30 \u092e\u093f\u0928\u091f \u0915\u093e \u0905\u092d\u094d\u092f\u093e\u0938 \u0906\u092a\u0915\u094b \u092f\u0939 \u092c\u0924\u093e \u0926\u0947\u0917\u093e \u0915\u093f \u0915\u094d\u092f\u093e \u092f\u0939 \u092a\u094d\u0932\u0947\u091f\u092b\u093c\u0949\u0930\u094d\u092e \u0906\u092a\u0915\u0947 \u0935\u0930\u094d\u0915\u092b\u093c\u094d\u0932\u094b \u0915\u0947 \u0932\u093f\u090f \u0926\u0938\u094d\u0924\u093e\u0935\u0947\u091c\u093c \u092a\u0922\u093c\u0928\u0947 \u092e\u0947\u0902 \u0932\u0917\u0928\u0947 \u0935\u093e\u0932\u0947 \u090f\u0915 \u0938\u092a\u094d\u0924\u093e\u0939 \u0938\u0947 \u092c\u0947\u0939\u0924\u0930 \u0939\u0948 \u092f\u093e \u0928\u0939\u0940\u0902\u0964.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0915\u094d\u092f\u093e \u0906\u092a \u0905\u092a\u0928\u093e \u0935\u093f\u091c\u093c\u0928 AI \u092a\u094d\u0930\u094b\u091c\u0947\u0915\u094d\u091f \u092c\u0928\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0924\u0948\u092f\u093e\u0930 \u0939\u0948\u0902? \u0906\u0927\u093f\u0915\u093e\u0930\u093f\u0915 alwaysAI \u0935\u0947\u092c\u0938\u093e\u0907\u091f \u092a\u0930 \u091c\u093e\u090f\u0902, \u0907\u0902\u0938\u094d\u091f\u0949\u0932\u0930 \u0921\u093e\u0909\u0928\u0932\u094b\u0921 \u0915\u0930\u0947\u0902 \u0914\u0930 \u090f\u0915 \u0938\u094d\u091f\u093e\u0930\u094d\u091f\u0930 \u0910\u092a \u0938\u0947 \u0936\u0941\u0930\u0941\u0906\u0924 \u0915\u0930\u0947\u0902\u0964 \u0905\u0917\u0930 \u0906\u092a\u0915\u094b \u0915\u094b\u0908 \u0938\u092e\u0938\u094d\u092f\u093e \u0906\u0924\u0940 \u0939\u0948, \u0924\u094b Discord \u0915\u092e\u094d\u092f\u0941\u0928\u093f\u091f\u0940 \u0906\u092a\u0915\u0940 \u092e\u0926\u0926 \u0915\u0947 \u0932\u093f\u090f \u092e\u094c\u091c\u0942\u0926 \u0939\u0948\u0964 \u0914\u0930 \u0905\u0917\u0930 alwaysAI \u0906\u092a\u0915\u0947 \u0932\u093f\u090f \u0938\u0939\u0940 \u0938\u093e\u092c\u093f\u0924 \u0939\u094b\u0924\u093e \u0939\u0948, \u0924\u094b \u0906\u092a \u0905\u092a\u0928\u093e \u092a\u0939\u0932\u093e \u090f\u091c \u0935\u093f\u091c\u093c\u0928 \u090f\u092a\u094d\u0932\u093f\u0915\u0947\u0936\u0928 \u0909\u092e\u094d\u092e\u0940\u0926 \u0938\u0947 \u0915\u0939\u0940\u0902 \u091c\u093c\u094d\u092f\u093e\u0926\u093e \u0924\u0947\u091c\u093c\u0940 \u0938\u0947 \u0932\u0949\u0928\u094d\u091a \u0915\u0930 \u092a\u093e\u090f\u0902\u0917\u0947\u0964.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>","protected":false},"excerpt":{"rendered":"<p>Quick Summary: alwaysAI is a computer vision platform that lets developers build, train, and deploy vision AI applications using Python, with a drag-and-drop interface, pre-trained models, and edge device support. The edgeIQ API simplifies object detection, pose estimation, and semantic segmentation, while the Model Training Toolkit lets teams create custom models. It&#8217;s designed for fast [&hellip;]<\/p>\n","protected":false},"author":5,"featured_media":184036,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-184035","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.6 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>alwaysAI Review 2026: Vision AI Platform Deep Dive<\/title>\n<meta name=\"description\" content=\"Comprehensive alwaysAI review covering features, edgeIQ API, model training, edge deployment, pricing, and real-world performance for computer vision developers.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" 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All application code, model configuration, and deployment scripts use Python 3.8 or later (3.11 and 3.12 supported as of release 2.9.0).","inLanguage":"hi-IN"},"inLanguage":"hi-IN"},{"@type":"Question","@id":"https:\/\/flypix.ai\/alwaysai-tool-review\/#faq-question-1781208724294","position":2,"url":"https:\/\/flypix.ai\/alwaysai-tool-review\/#faq-question-1781208724294","name":"\u0915\u094d\u092f\u093e \u092e\u0948\u0902 AlwaysAI \u0915\u0947 \u0938\u093e\u0925 \u0905\u092a\u0928\u0947 \u0916\u0941\u0926 \u0915\u0947 \u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u093f\u0924 \u092e\u0949\u0921\u0932 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930 \u0938\u0915\u0924\u093e \u0939\u0942\u0901?","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, but with limitations. The Model Training Toolkit supports custom object detection models. 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Internet is only needed during initial setup (downloading models, CLI updates) and if using cloud-based model training.","inLanguage":"hi-IN"},"inLanguage":"hi-IN"},{"@type":"Question","@id":"https:\/\/flypix.ai\/alwaysai-tool-review\/#faq-question-1781208751348","position":4,"url":"https:\/\/flypix.ai\/alwaysai-tool-review\/#faq-question-1781208751348","name":"\u0915\u094c\u0928-\u0915\u094c\u0928 \u0938\u0947 \u090f\u091c \u0921\u093f\u0935\u093e\u0907\u0938 \u0906\u0927\u093f\u0915\u093e\u0930\u093f\u0915 \u0924\u094c\u0930 \u092a\u0930 \u0938\u092e\u0930\u094d\u0925\u093f\u0924 \u0939\u0948\u0902?","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Official support includes NVIDIA Jetson boards (Nano, Xavier, Orin), Raspberry Pi (3B+, 4, 5), x86 Linux machines, and ARM-based edge servers. Google Coral Edge TPU and Blaize accelerator cards are supported as of release 2.9.0. Check the official hardware compatibility page for the latest list.","inLanguage":"hi-IN"},"inLanguage":"hi-IN"},{"@type":"Question","@id":"https:\/\/flypix.ai\/alwaysai-tool-review\/#faq-question-1781208764234","position":5,"url":"https:\/\/flypix.ai\/alwaysai-tool-review\/#faq-question-1781208764234","name":"AlwaysAI \u0915\u0908 \u0915\u0948\u092e\u0930\u094b\u0902 \u0938\u0947 \u0935\u0940\u0921\u093f\u092f\u094b \u0907\u0928\u092a\u0941\u091f \u0915\u094b \u0915\u0948\u0938\u0947 \u0939\u0948\u0902\u0921\u0932 \u0915\u0930\u0924\u093e \u0939\u0948?","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"The VideoStream class supports multiple camera inputs. Developers instantiate separate VideoStream objects for each camera feed and process them in parallel or sequentially. The MultiStreamFramework (mentioned in the API docs) provides utilities for synchronized multi-camera processing.","inLanguage":"hi-IN"},"inLanguage":"hi-IN"},{"@type":"Question","@id":"https:\/\/flypix.ai\/alwaysai-tool-review\/#faq-question-1781208783558","position":6,"url":"https:\/\/flypix.ai\/alwaysai-tool-review\/#faq-question-1781208783558","name":"\u0915\u094d\u092f\u093e \u092e\u0948\u0902 AlwaysAI \u090f\u092a\u094d\u0932\u093f\u0915\u0947\u0936\u0928 \u0915\u094b Docker \u0915\u0902\u091f\u0947\u0928\u0930 \u092e\u0947\u0902 \u0921\u093f\u092a\u094d\u0932\u0949\u092f \u0915\u0930 \u0938\u0915\u0924\u093e \u0939\u0942\u0901?","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, alwaysAI provides official Docker base images (e.g., alwaysai\/edgeiq:nano-0.11.0 for Jetson Nano). The CLI can build and deploy containerized applications. Dockerfiles are generated automatically for new projects.","inLanguage":"hi-IN"},"inLanguage":"hi-IN"},{"@type":"Question","@id":"https:\/\/flypix.ai\/alwaysai-tool-review\/#faq-question-1781208799177","position":7,"url":"https:\/\/flypix.ai\/alwaysai-tool-review\/#faq-question-1781208799177","name":"alwaysAI \u0915\u093f\u0938 \u092a\u094d\u0930\u0915\u093e\u0930 \u0915\u0947 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0914\u0930 \u0930\u093f\u092a\u094b\u0930\u094d\u091f\u093f\u0902\u0917 \u0938\u0947\u0935\u093e\u090f\u0902 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u093e \u0939\u0948?","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"The Analytics module tracks events like object counts, dwell time, zone entries\/exits, and trajectory data. Results are stored locally and can be exported to CSV or JSON. Release 2.9.0 added timestamp utilities and a num_logs parameter to control memory usage when loading large analytics files.","inLanguage":"hi-IN"},"inLanguage":"hi-IN"}]}},"_links":{"self":[{"href":"https:\/\/flypix.ai\/hi\/wp-json\/wp\/v2\/posts\/184035","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/flypix.ai\/hi\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/flypix.ai\/hi\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/flypix.ai\/hi\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/flypix.ai\/hi\/wp-json\/wp\/v2\/comments?post=184035"}],"version-history":[{"count":1,"href":"https:\/\/flypix.ai\/hi\/wp-json\/wp\/v2\/posts\/184035\/revisions"}],"predecessor-version":[{"id":184042,"href":"https:\/\/flypix.ai\/hi\/wp-json\/wp\/v2\/posts\/184035\/revisions\/184042"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/flypix.ai\/hi\/wp-json\/wp\/v2\/media\/184036"}],"wp:attachment":[{"href":"https:\/\/flypix.ai\/hi\/wp-json\/wp\/v2\/media?parent=184035"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/flypix.ai\/hi\/wp-json\/wp\/v2\/categories?post=184035"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/flypix.ai\/hi\/wp-json\/wp\/v2\/tags?post=184035"}],"curies":[{"name":"\u0921\u092c\u094d\u0932\u094d\u092f\u0942\u092a\u0940","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}