{"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\/zh\/alwaysai-tool-review\/","title":{"rendered":"AlwaysAI 2026 \u5e74\u5c55\u671b\uff1a\u89c6\u89c9 AI \u5e73\u53f0\u6df1\u5ea6\u89e3\u6790"},"content":{"rendered":"<p class=\"wp-block-paragraph\"><strong>\u7b80\u8981\u603b\u7ed3\uff1a<\/strong> alwaysAI \u662f\u4e00\u4e2a\u8ba1\u7b97\u673a\u89c6\u89c9\u5e73\u53f0\uff0c\u5f00\u53d1\u8005\u53ef\u4ee5\u4f7f\u7528 Python \u6784\u5efa\u3001\u8bad\u7ec3\u548c\u90e8\u7f72\u89c6\u89c9 AI \u5e94\u7528\u3002\u5b83\u63d0\u4f9b\u62d6\u653e\u5f0f\u754c\u9762\u3001\u9884\u8bad\u7ec3\u6a21\u578b\u548c\u8fb9\u7f18\u8bbe\u5907\u652f\u6301\u3002edgeIQ API \u7b80\u5316\u4e86\u76ee\u6807\u68c0\u6d4b\u3001\u59ff\u6001\u4f30\u8ba1\u548c\u8bed\u4e49\u5206\u5272\uff0c\u800c\u6a21\u578b\u8bad\u7ec3\u5de5\u5177\u5305\u5219\u5141\u8bb8\u56e2\u961f\u521b\u5efa\u81ea\u5b9a\u4e49\u6a21\u578b\u3002alwaysAI \u4e13\u4e3a\u5728 NVIDIA Jetson \u548c Raspberry Pi \u7b49\u8fb9\u7f18\u786c\u4ef6\u4e0a\u5feb\u901f\u539f\u578b\u5f00\u53d1\u548c\u751f\u4ea7\u90e8\u7f72\u800c\u8bbe\u8ba1\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fc7\u53bb\uff0c\u8ba1\u7b97\u673a\u89c6\u89c9\u610f\u5473\u7740\u6570\u5468\u7684\u914d\u7f6e\u3001\u4ee4\u4eba\u5934\u75bc\u7684\u786c\u4ef6\u95ee\u9898\uff0c\u4ee5\u53ca\u6f2b\u957f\u7684\u5b66\u4e60\u66f2\u7ebf\uff0c\u4ee5\u81f3\u4e8e\u5927\u591a\u6570\u5f00\u53d1\u8005\u5728\u7b2c\u4e00\u4e2a\u6a21\u578b\u8fd0\u884c\u4e4b\u524d\u5c31\u653e\u5f03\u4e86\u3002alwaysAI \u7684\u51fa\u73b0\u65e8\u5728\u7b80\u5316\u8fd9\u4e00\u8fc7\u7a0b\u2014\u2014\u4e3a\u5f00\u53d1\u8005\u63d0\u4f9b\u4e00\u4e2a\u5904\u7406\u5e95\u5c42\u67b6\u6784\u7684\u5e73\u53f0\uff0c\u4f7f\u56e2\u961f\u80fd\u591f\u4e13\u6ce8\u4e8e\u5e94\u7528\u7a0b\u5e8f\u903b\u8f91\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u7bc7\u8bc4\u6d4b\u5c06\u6df1\u5165\u5256\u6790 alwaysAI \u7684\u5b9e\u9645\u529f\u80fd\u3001\u76ee\u6807\u7528\u6237\u7fa4\u4f53\u4ee5\u53ca\u5b83\u7684\u4f18\u52bf\u548c\u4e0d\u8db3\u3002\u6211\u4eec\u5c06\u8be6\u7ec6\u4ecb\u7ecd edgeIQ API\u3001\u6a21\u578b\u8bad\u7ec3\u80fd\u529b\u3001\u8fb9\u7f18\u90e8\u7f72\u9009\u9879\u3001\u6027\u80fd\u7279\u5f81\uff0c\u4ee5\u53ca\u4ece\u5b98\u65b9\u6587\u6863\u548c\u793e\u533a\u6848\u4f8b\u4e2d\u63d0\u53d6\u7684\u5b9e\u9645\u5e94\u7528\u573a\u666f\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u636e\u884c\u4e1a\u5206\u6790\u9884\u6d4b\uff0c\u52302030\u5e74\uff0c\u8ba1\u7b97\u673a\u89c6\u89c9\u5e02\u573a\u89c4\u6a21\u9884\u8ba1\u5c06\u8fbe\u523010\u4ebf\u81f3582.9\u4ebf\u7f8e\u5143\uff0c\u5e74\u590d\u5408\u589e\u957f\u7387\uff08CAGR\uff09\u4e3a19.81\u4ebf\u81f33\u4e07\u4ebf\u7f8e\u5143\u3002\u8fd9\u4e00\u589e\u957f\u4e3b\u8981\u5f97\u76ca\u4e8e\u96f6\u552e\u3001\u5236\u9020\u3001\u533b\u7597\u4fdd\u5065\u548c\u5b89\u9632\u7b49\u884c\u4e1a\u5bf9\u5b9e\u65f6\u5206\u6790\u7684\u9700\u6c42\u2014\u2014\u800c\u8fd9\u4e9b\u9886\u57df\u6070\u6070\u662falwaysAI\u7684\u76ee\u6807\u5e02\u573a\u3002.<\/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\u662f\u4ec0\u4e48\uff1f\u5b83\u662f\u8c01\u5f00\u53d1\u7684\uff1f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">alwaysAI \u662f\u4e00\u4e2a\u5f00\u53d1\u8005\u5e73\u53f0\uff0c\u7528\u4e8e\u5728\u8fb9\u7f18\u8bbe\u5907\u4e0a\u6784\u5efa\u548c\u90e8\u7f72\u8ba1\u7b97\u673a\u89c6\u89c9\u5e94\u7528\u7a0b\u5e8f\u3002\u5b83\u5c06\u673a\u5668\u5b66\u4e60\u6a21\u578b\uff08\u76ee\u6807\u68c0\u6d4b\u3001\u59ff\u6001\u4f30\u8ba1\u3001\u8bed\u4e49\u5206\u5272\u3001\u5b9e\u4f8b\u5206\u5272\u548c\u91cd\u8bc6\u522b\uff09\u5c01\u88c5\u5728\u4e00\u4e2a\u540d\u4e3a edgeIQ \u7684 Python API \u4e2d\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8be5\u5e73\u53f0\u5305\u62ec\u9002\u7528\u4e8e Windows \u548c macOS \u7684\u684c\u9762\u5e94\u7528\u7a0b\u5e8f\u3001\u9002\u7528\u4e8e Linux \u7684\u547d\u4ee4\u884c\u754c\u9762\u3001\u5305\u542b\u9884\u8bad\u7ec3\u795e\u7ecf\u7f51\u7edc\u7684\u6a21\u578b\u76ee\u5f55\u3001\u57fa\u4e8e\u4e91\u7684\u6a21\u578b\u8bad\u7ec3\u5de5\u5177\u5305\uff0c\u4ee5\u53ca\u7528\u4e8e\u5728\u6ca1\u6709\u663e\u793a\u5668\u7684\u8bbe\u5907\u4e0a\u8fdb\u884c\u8c03\u8bd5\u7684\u5b9e\u65f6\u6d41\u5de5\u5177\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6839\u636e\u5b98\u65b9\u6587\u6863\uff0calwaysAI \u652f\u6301\u90e8\u7f72\u5728\u672c\u5730\u673a\u5668\u3001NVIDIA Jetson \u5f00\u53d1\u677f\uff08Nano\u3001Xavier\u3001Orin\uff09\u3001Raspberry Pi\u3001x86 \u8fb9\u7f18\u670d\u52a1\u5668\u548c\u5b9a\u5236 ARM \u8bbe\u5907\u4e0a\u3002CLI \u7ba1\u7406\u4ee3\u7801\u6267\u884c\uff1a\u60a8\u53ef\u4ee5\u5728\u7b14\u8bb0\u672c\u7535\u8111\u4e0a\u7f16\u5199\u4ee3\u7801\uff0c\u901a\u8fc7 SSH \u6216 USB \u90e8\u7f72\u5230\u8fb9\u7f18\u8bbe\u5907\uff0c\u5e76\u5c06\u8f93\u51fa\u6d41\u4f20\u8f93\u56de\u60a8\u7684\u5f00\u53d1\u673a\u5668\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8be5\u516c\u53f8\u5c06\u81ea\u5df1\u5b9a\u4f4d\u4e3a\u4e00\u5ea7\u6865\u6881\uff0c\u8fde\u63a5\u90a3\u4e9b\u4e86\u89e3 Python \u4f46\u4e0d\u60f3\u624b\u52a8\u7ba1\u7406 TensorFlow\u3001PyTorch\u3001ONNX \u8fd0\u884c\u65f6\u548c\u786c\u4ef6\u52a0\u901f\u5c42\u7684\u5f00\u53d1\u8005\u3002.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u6838\u5fc3\u7279\u6027\u548c\u529f\u80fd<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">alwaysAI \u7684\u529f\u80fd\u96c6\u56f4\u7ed5\u7b80\u5316\u6574\u4e2a\u751f\u547d\u5468\u671f\u5c55\u5f00\uff1a\u6a21\u578b\u9009\u62e9\u3001\u5e94\u7528\u7a0b\u5e8f\u5f00\u53d1\u3001\u8bad\u7ec3\u3001\u90e8\u7f72\u548c\u76d1\u63a7\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">edgeIQ API<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">edgeIQ \u5e93\u662f\u8be5\u5e73\u53f0\u7684\u6838\u5fc3\u3002\u5b83\u5c06\u6a21\u578b\u63a8\u7406\u62bd\u8c61\u6210 Python \u7c7b\uff0c\u8fd9\u4e9b\u7c7b\u8d1f\u8d23\u5904\u7406\u914d\u7f6e\u3001\u9884\u5904\u7406\u548c\u540e\u5904\u7406\u3002\u5b98\u65b9 API \u6587\u6863\u5217\u51fa\u4e86\u8fd9\u4e9b\u6838\u5fc3\u670d\u52a1\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u5206\u7c7b\uff1a <\/strong>\u5355\u6807\u7b7e\u548c\u591a\u6807\u7b7e\u56fe\u50cf\u5206\u7c7b<\/li>\n\n\n\n<li><strong>\u76ee\u6807\u68c0\u6d4b\uff1a<\/strong> \u5e26\u7f6e\u4fe1\u5ea6\u8bc4\u5206\u7684\u8fb9\u754c\u6846\u68c0\u6d4b<\/li>\n\n\n\n<li><strong>\u8bed\u4e49\u5206\u5272\uff1a<\/strong> \u50cf\u7d20\u7ea7\u7c7b\u63a9\u7801<\/li>\n\n\n\n<li><strong>\u5b9e\u4f8b\u5206\u5272\uff1a <\/strong>\u6bcf\u4e2a\u5bf9\u8c61\u7684\u63a9\u7801\u548c\u8fb9\u754c\u6846<\/li>\n\n\n\n<li><strong>\u59ff\u6001\u4f30\u8ba1\uff1a <\/strong>\u4eba\u4f53\u5173\u952e\u70b9\u68c0\u6d4b\uff0817\u70b9COCO\u9aa8\u67b6\uff09<\/li>\n\n\n\n<li><strong>\u5bf9\u8c61\u8ddf\u8e2a\uff1a<\/strong> \u8de8\u5e27\u4f7f\u7528\u552f\u4e00 ID \u8fdb\u884c\u591a\u76ee\u6807\u8ddf\u8e2a<\/li>\n\n\n\n<li><strong>\u91cd\u65b0\u8bc6\u522b\uff1a <\/strong>\u8de8\u6444\u50cf\u5934\u753b\u9762\u8fdb\u884c\u5bf9\u8c61\u5339\u914d\u7684\u7279\u5f81\u63d0\u53d6<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u6bcf\u9879\u670d\u52a1\u90fd\u7531 alwaysAI \u6a21\u578b\u5e93\u4e2d\u7684\u9884\u8bad\u7ec3\u6a21\u578b\u63d0\u4f9b\u652f\u6301\u3002\u5f00\u53d1\u8005\u53ea\u9700\u66f4\u6539\u4e00\u6b21\u914d\u7f6e\u5373\u53ef\u66f4\u6362\u6a21\u578b\u3002\u6839\u636e\u5b98\u7f51\u4e0a\u7684\u6559\u7a0b\uff08\u53d1\u5e03\u4e8e 2019 \u5e74 10 \u6708 10 \u65e5\uff09\uff0c\u66f4\u6362\u6a21\u578b\u53ea\u9700\u4fee\u6539\u5e94\u7528\u7a0b\u5e8f\u914d\u7f6e\u6587\u4ef6\uff0c\u65e0\u9700\u91cd\u5199\u4ee3\u7801\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u52a0\u901f\u5668\u548c\u53d1\u52a8\u673a\u652f\u6301<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u8be5\u5e73\u53f0\u652f\u6301\u591a\u79cd\u63a8\u7406\u5f15\u64ce\u548c\u786c\u4ef6\u52a0\u901f\u5668\u3002\u6839\u636e edgeIQ \u7248\u672c\u8bf4\u660e\uff082.9.0 \u7248\uff0c\u53d1\u5e03\u4e8e 2025 \u5e74 7 \u6708 17 \u65e5\uff09\uff0c\u652f\u6301\u7684\u9009\u9879\u5305\u62ec\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>edgeiq.engine.DNN\uff1a <\/strong>OpenCV DNN \u6a21\u5757\uff08CPU\uff09<\/li>\n\n\n\n<li><strong>edgeiq.engine.DNN_CUDA\uff1a<\/strong> NVIDIA GPU\u4e0a\u7684CUDA\u52a0\u901f<\/li>\n\n\n\n<li><strong>edgeiq.accelerator.NVIDIA\uff1a<\/strong> Jetson \u8bbe\u5907\u4e0a\u7684 TensorRT<\/li>\n\n\n\n<li><strong>edgeiq.accelerator.CORAL\uff1a <\/strong>Google Coral Edge TPU<\/li>\n\n\n\n<li><strong>Blaize\u52a0\u901f\u5361\uff1a <\/strong>2.9.0 \u7248\u672c\u65b0\u589e<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u8be5\u5e73\u53f0\u5728\u540c\u4e00\u7248\u672c\u4e2d\u65b0\u589e\u4e86\u5bf9 Python 3.11 \u548c 3.12 \u7684\u652f\u6301\uff0c\u540c\u65f6\u505c\u6b62\u4e86\u5bf9 Python 3.7 \u7684\u652f\u6301\u3002\u8fd9\u8868\u660e\u8be5\u5e73\u53f0\u6b63\u5728\u7d27\u8ddf\u8bed\u8a00\u53d1\u5c55\u7684\u6b65\u4f10\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u89c6\u9891\u6d41\u548c\u6570\u636e\u663e\u793a<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Streamer \u7c7b\u89e3\u51b3\u4e86\u4e00\u4e2a\u5e38\u89c1\u7684\u8fb9\u7f18\u95ee\u9898\uff1a\u5982\u4f55\u5728\u65e0\u5934\u8bbe\u5907\u4e0a\u8c03\u8bd5\u89c6\u89c9\u4ee3\u7801\uff1f<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6839\u636e\u5b98\u65b9\u5e94\u7528\u5206\u6790\u6587\u6863\uff0c\u5f00\u53d1\u8005\u4f7f\u7528 edgeiq.Streamer() \u521d\u59cb\u5316 Streamer\uff0c\u7136\u540e\u8c03\u7528 streamer.send_data(frame, text) \u5c06\u5e26\u6ce8\u91ca\u7684\u89c6\u9891\u5e27\u548c\u5143\u6570\u636e\u63a8\u9001\u5230 Web \u754c\u9762\u3002Streamer \u5728\u8fb9\u7f18\u8bbe\u5907\u4e0a\u8fd0\u884c\uff0c\u5e76\u901a\u8fc7 HTTP \u63d0\u4f9b\u89c6\u9891\u670d\u52a1\uff0c\u56e0\u6b64\u60a8\u53ef\u4ee5\u5728\u7b14\u8bb0\u672c\u7535\u8111\u7684\u6d4f\u89c8\u5668\u4e2d\u67e5\u770b\u8f93\u51fa\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u754c\u9762\u663e\u793a\u5b9e\u65f6\u5e27\u7387\u3001\u5e27\u6ce8\u91ca\u548c\u81ea\u5b9a\u4e49\u6587\u672c\u53e0\u52a0\u5c42\u3002FPS \u7c7b\u4f7f\u7528 num_frames \u5c5e\u6027\u8ddf\u8e2a\u5e27\u901f\u7387\uff0c\u7528\u4e8e\u6027\u80fd\u5206\u6790\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5bf9\u4e8e\u89c6\u9891\u8f93\u5165\uff0calwaysAI \u63d0\u4f9b\u4e86 VideoStream \u7c7b\uff0c\u5c06\u7f51\u7edc\u6444\u50cf\u5934\u3001RTSP \u6d41\u3001\u89c6\u9891\u6587\u4ef6\u548c GStreamer \u7ba1\u9053\u7edf\u4e00\u5230\u4e00\u4e2a\u63a5\u53e3\u4e0b\u30022.9.0 \u7248\u672c\u5c06 GStreamerVideoStream \u4ece WebcamVideoStream \u4e2d\u5206\u79bb\u51fa\u6765\uff0c\u4ee5\u63d0\u9ad8\u7075\u6d3b\u6027\u3002.<\/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\">\u6a21\u578b\u8bad\u7ec3\u5de5\u5177\u5305<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u6a21\u578b\u8bad\u7ec3\u5de5\u5177\u5305\u5141\u8bb8\u56e2\u961f\u5728\u4e91\u7aef\u8bad\u7ec3\u81ea\u5b9a\u4e49\u76ee\u6807\u68c0\u6d4b\u6a21\u578b\u3002\u6839\u636e\u5b98\u65b9\u6a21\u578b\u8bad\u7ec3\u6587\u6863\uff0c\u5176\u5de5\u4f5c\u6d41\u7a0b\u5982\u4e0b\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u751f\u6210\u6216\u6536\u96c6\u56fe\u50cf\u6570\u636e<\/li>\n\n\n\n<li>\u4f7f\u7528\u8fb9\u754c\u6846\u6807\u6ce8\u5bf9\u8c61\uff08\u652f\u6301 COCO \u6216 MOT \u683c\u5f0f\uff09<\/li>\n\n\n\n<li>\u5c06\u6570\u636e\u96c6\u4e0a\u4f20\u5230 alwaysAI \u7684\u4e91\u7aef<\/li>\n\n\n\n<li>\u9009\u62e9\u57fa\u7840\u578b\u53f7\uff08SSD MobileNet\u3001YOLO \u7b49\uff09<\/li>\n\n\n\n<li>\u901a\u8fc7\u63a7\u5236\u9762\u677f\u6216 CLI \u89e6\u53d1\u8bad\u7ec3<\/li>\n\n\n\n<li>\u4e0b\u8f7d\u5df2\u8bad\u7ec3\u7684\u6a21\u578b\u6216\u76f4\u63a5\u5c06\u5176\u90e8\u7f72\u5230 alwaysAI \u6a21\u578b\u76ee\u5f55\u3002<\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\">\u8be5\u5de5\u5177\u5305\u8d1f\u8d23\u6570\u636e\u96c6\u7248\u672c\u63a7\u5236\u548c\u8d85\u53c2\u6570\u8c03\u4f18\u3002\u8bad\u7ec3\u5b8c\u6210\u540e\uff0c\u60a8\u53ef\u4ee5\u4f7f\u7528\u76f8\u540c\u7684 edgeIQ API \u8c03\u7528\u5728\u672c\u5730\u6216\u8fb9\u7f18\u8bbe\u5907\u4e0a\u6d4b\u8bd5\u6a21\u578b\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">2.9.0 \u7248\u672c\u65b0\u589e\u4e86 parse_coco_annotations() \u548c parse_mot_annotations() \u8f85\u52a9\u51fd\u6570\uff0c\u5e76\u6dfb\u52a0\u4e86 start_frame \u548c end_frame \u53c2\u6570\uff0c\u4ee5\u7b80\u5316\u5e26\u6ce8\u91ca\u6570\u636e\u96c6\u7684\u52a0\u8f7d\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u533a\u57df\u7f16\u8f91\u5668<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u533a\u57df\u7f16\u8f91\u5668\u662f\u4e00\u4e2a\u7528\u4e8e\u5728\u76f8\u673a\u5e27\u4e2d\u5b9a\u4e49\u611f\u5174\u8da3\u533a\u57df\u7684\u53ef\u89c6\u5316\u5de5\u5177\u3002\u6839\u636e\u5b98\u7f51\u6700\u8fd1\u7684\u4e00\u7bc7\u6559\u7a0b\uff0c\u5b83\u5141\u8bb8\u5f00\u53d1\u8005\u5728\u53c2\u8003\u5e27\u4e0a\u7ed8\u5236\u591a\u8fb9\u5f62\uff0c\u6807\u8bb0\u6bcf\u4e2a\u533a\u57df\uff0c\u5e76\u5c06\u5750\u6807\u5bfc\u51fa\u4e3a JSON \u683c\u5f0f\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u533a\u57df\u7528\u4e8e\u89e6\u53d1\u8b66\u62a5\uff08\u4f8b\u5982\u201c\u68c0\u6d4b A \u533a\u5185\u7684\u4eba\u5458\u201d\uff09\u3001\u7b5b\u9009\u68c0\u6d4b\u7ed3\u679c\u6216\u6309\u533a\u57df\u5212\u5206\u5206\u6790\u6570\u636e\uff08\u4f8b\u5982\u201c\u7edf\u8ba1\u8fdb\u5165 B \u533a\u548c C \u533a\u7684\u8f66\u8f86\u6570\u91cf\u201d\uff09\u3002\u7f16\u8f91\u5668\u5728\u684c\u9762\u5e94\u7528\u7a0b\u5e8f\u4e2d\u8fd0\u884c\uff0c\u5e76\u4e0e edgeIQ Zones \u7c7b\u96c6\u6210\u4ee5\u8fdb\u884c\u8fd0\u884c\u65f6\u68c0\u67e5\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u5206\u6790\u548c\u4e8b\u4ef6\u65e5\u5fd7\u8bb0\u5f55<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5206\u6790\u6a21\u5757\u8ddf\u8e2a\u4e00\u6bb5\u65f6\u95f4\u5185\u7684\u4e8b\u4ef6\uff1a\u5bf9\u8c61\u8ba1\u6570\u3001\u505c\u7559\u65f6\u95f4\u3001\u8fdb\u5165\/\u79bb\u5f00\u4e8b\u4ef6\u548c\u8f68\u8ff9\u6570\u636e\u30022.9.0 \u7248\u672c\u65b0\u589e\u4e86\u65f6\u95f4\u6233\u5b9e\u7528\u7a0b\u5e8f\uff1agenerate_timestamp()\u3001validate_timestamp()\u3001convert_timestamp_to_datetime() \u548c convert_timestamp_to_system_seconds()\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">load_analytics_results() \u51fd\u6570\u589e\u52a0\u4e86\u4e00\u4e2a num_logs \u53c2\u6570\uff0c\u7528\u4e8e\u9650\u5236\u52a0\u8f7d\u7684\u8bb0\u5f55\u6570\uff0c\u4ece\u800c\u51cf\u5c11\u5904\u7406\u5927\u578b\u5206\u6790\u6587\u4ef6\u65f6\u7684\u5185\u5b58\u5f00\u9500\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f00\u53d1\u4eba\u5458\u53ef\u4ee5\u5c06\u5206\u6790\u7ed3\u679c\u5bfc\u51fa\u4e3a CSV \u6216 JSON \u683c\u5f0f\uff0c\u4ee5\u4fbf\u5728 BI \u5de5\u5177\u4e2d\u8fdb\u884c\u4e0b\u6e38\u5206\u6790\u3002.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u8bbe\u7f6e\u548c\u5165\u95e8<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b89\u88c5\u65b9\u6cd5\u56e0\u5e73\u53f0\u800c\u5f02\u3002\u5bf9\u4e8e Windows \u548c macOS \u7cfb\u7edf\uff0c\u5b98\u65b9\u7684\u5f00\u53d1\u8ba1\u7b97\u673a\u8bbe\u7f6e\u6587\u6863\u4f1a\u6307\u5bfc\u7528\u6237\u4e0b\u8f7d\u5305\u542b\u547d\u4ee4\u884c\u754c\u9762 (CLI) \u548c\u684c\u9762\u5e94\u7528\u7a0b\u5e8f\u7684\u4e00\u4f53\u5316\u5b89\u88c5\u7a0b\u5e8f\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Linux \u7528\u6237\u53ef\u4ee5\u901a\u8fc7 shell \u811a\u672c\u6216\u5305\u7ba1\u7406\u5668\u5b89\u88c5 CLI\u3002\u5b89\u88c5\u5b8c\u6210\u540e\uff0c\u5728\u7ec8\u7aef\u8fd0\u884c `aai -v` \u547d\u4ee4\u5e94\u8be5\u4f1a\u8f93\u51fa\u7248\u672c\u5b57\u7b26\u4e32\uff08\u4f8b\u5982\uff0c0.5.30\uff09\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6ce8\u610f\uff1a\u76ee\u524d\u4e0d\u652f\u6301 WSL \u548c WSL 2\uff0c\u56e0\u4e3a\u5b83\u4eec\u65e0\u6cd5\u76f4\u63a5\u8bbf\u95ee\u6444\u50cf\u5934\u548c USB \u52a0\u901f\u5668\u7b49\u786c\u4ef6\u8bbe\u5907\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b89\u88c5\u5b8c\u6210\u540e\uff0cCLI \u4f1a\u5f15\u5bfc\u5f00\u53d1\u8005\u5b8c\u6210\u521b\u5efa\u65b0\u9879\u76ee\u3001\u914d\u7f6e\u76ee\u6807\u8bbe\u5907\uff08\u672c\u5730\u6216\u8fdc\u7a0b\uff09\u3001\u9009\u62e9\u5165\u95e8\u5e94\u7528\u4ee5\u53ca\u90e8\u7f72\u7b49\u6b65\u9aa4\u3002\u5b98\u65b9\u6559\u7a0b\u201c\u5982\u4f55\u5728\u51e0\u5206\u949f\u5185\u8fd0\u884c\u5b9e\u65f6\u76ee\u6807\u68c0\u6d4b\u5668\u5165\u95e8\u5e94\u7528\u201d\uff08\u53d1\u5e03\u4e8e 2019 \u5e74 10 \u6708 10 \u65e5\uff09\u8be6\u7ec6\u4ecb\u7ecd\u4e86\u6574\u4e2a\u8fc7\u7a0b\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u8fd0\u884c aai app configure \u6765\u8bbe\u7f6e\u9879\u76ee<\/li>\n\n\n\n<li>\u9009\u62e9\u4e00\u4e2a\u5165\u95e8\u6a21\u677f\uff08\u76ee\u6807\u68c0\u6d4b\u3001\u59ff\u6001\u4f30\u8ba1\u7b49\uff09<\/li>\n\n\n\n<li>\u8fd0\u884c aai app install \u4ee5\u4e0b\u8f7d\u6a21\u578b\u6587\u4ef6<\/li>\n\n\n\n<li>\u8fd0\u884c aai app start \u542f\u52a8\u5e94\u7528\u7a0b\u5e8f<\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\">\u9ed8\u8ba4\u60c5\u51b5\u4e0b\uff0c\u521d\u59cb\u5e94\u7528\u5728\u672c\u5730\u8fd0\u884c\u3002\u8981\u90e8\u7f72\u5230\u8fb9\u7f18\u8bbe\u5907\uff0c\u8bf7\u901a\u8fc7 `aai app configure --target` \u914d\u7f6e SSH \u51ed\u636e\uff0c\u7136\u540e\u8fd0\u884c\u76f8\u540c\u7684\u542f\u52a8\u547d\u4ee4\u2014\u2014CLI \u4f1a\u5904\u7406\u6587\u4ef6\u4f20\u8f93\u548c\u8fdc\u7a0b\u6267\u884c\u3002.<\/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\">\u771f\u5b9e\u7528\u4f8b<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">alwaysAI \u4f1a\u5728\u5176\u535a\u5ba2\u4e0a\u53d1\u5e03\u6848\u4f8b\u7814\u7a76\u548c\u793e\u533a\u6545\u4e8b\u3002\u5176\u4e2d\u4e00\u4e2a\u7a81\u51fa\u7684\u4f8b\u5b50\u662f\uff1a\u4e00\u4f4d\u9ad8\u4e2d\u751f\u4f7f\u7528 alwaysAI \u4e3a\u673a\u5668\u4eba\u8d4b\u4e88\u4e86\u89c6\u89c9\u7269\u4f53\u8bc6\u522b\u80fd\u529b\u3002\u6839\u636e\u6848\u4f8b\u7814\u7a76\uff0c\u8fd9\u4f4d\u5b66\u751f\u4e4b\u524d\u6ca1\u6709\u4efb\u4f55\u8ba1\u7b97\u673a\u89c6\u89c9\u65b9\u9762\u7684\u7ecf\u9a8c\uff0c\u4f46\u4ed6\u4ec5\u7528\u4e00\u4e2a\u5468\u672b\u7684\u65f6\u95f4\uff0c\u5c31\u5229\u7528 alwaysAI \u7684\u5165\u95e8\u5e94\u7528\u7a0b\u5e8f\u548c\u6a21\u578b\u5e93\uff0c\u5c06\u7269\u4f53\u68c0\u6d4b\u529f\u80fd\u96c6\u6210\u5230\u4e86\u4ed6\u7684\u673a\u5668\u4eba\u9879\u76ee\u4e2d\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u79cd\u4fbf\u6377\u6027\u662f\u8be5\u5e73\u53f0\u7684\u6838\u5fc3\u4ef7\u503c\u6240\u5728\u3002\u5b83\u6d88\u9664\u4e86\u8c03\u8bd5 OpenCV \u5b89\u88c5\u3001TensorFlow \u4f9d\u8d56\u9879\u6216 CUDA \u9a71\u52a8\u7a0b\u5e8f\u4e0d\u5339\u914d\u7b49\u95ee\u9898\u7684\u9700\u8981\u2014\u2014\u8fd9\u4e9b\u95ee\u9898\u901a\u5e38\u4f1a\u4f7f\u65e9\u671f\u9879\u76ee\u529f\u4e8f\u4e00\u7bd1\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5176\u4ed6\u5df2\u8bb0\u5f55\u7684\u4f7f\u7528\u6848\u4f8b\u5305\u62ec\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u96f6\u552e\u5206\u6790\uff1a <\/strong>\u7edf\u8ba1\u5ba2\u6d41\u91cf\u3001\u68c0\u6d4b\u6392\u961f\u957f\u5ea6\u3001\u8ddf\u8e2a\u987e\u5ba2\u5728\u5e97\u5185\u533a\u57df\u7684\u505c\u7559\u65f6\u95f4<\/li>\n\n\n\n<li><strong>\u751f\u4ea7\u8d28\u91cf\u4fdd\u8bc1\uff1a<\/strong> \u88c5\u914d\u7ebf\u4e0a\u96f6\u4ef6\u7684\u81ea\u52a8\u89c6\u89c9\u68c0\u6d4b<\/li>\n\n\n\n<li><strong>\u5b89\u5168\u4e0e\u76d1\u63a7\uff1a <\/strong>\u5468\u754c\u76d1\u63a7\u3001\u4e2a\u4eba\u9632\u62a4\u88c5\u5907\u68c0\u6d4b\uff08\u5b89\u5168\u5e3d\u3001\u80cc\u5fc3\uff09\u3001\u672a\u7ecf\u6388\u6743\u533a\u57df\u8fdb\u5165\u8b66\u62a5<\/li>\n\n\n\n<li><strong>\u536b\u751f\u4fdd\u5065\uff1a<\/strong> \u60a3\u8005\u8dcc\u5012\u68c0\u6d4b\u3001\u624b\u536b\u751f\u4f9d\u4ece\u6027\u76d1\u6d4b<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u8be5\u5e73\u53f0\u91c7\u7528\u8fb9\u7f18\u4f18\u5148\u8bbe\u8ba1\uff0c\u4f7f\u5176\u9002\u7528\u4e8e\u56e0\u5e26\u5bbd\u3001\u5ef6\u8fdf\u6216\u9690\u79c1\u9650\u5236\u800c\u65e0\u6cd5\u5c06\u89c6\u9891\u53d1\u9001\u5230\u4e91\u7aef\u7684\u573a\u666f\u3002.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u6027\u80fd\u57fa\u51c6\u6d4b\u8bd5\u548c\u786c\u4ef6\u6ce8\u610f\u4e8b\u9879<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u6027\u80fd\u4f1a\u56e0\u578b\u53f7\u9009\u62e9\u548c\u786c\u4ef6\u914d\u7f6e\u7684\u4e0d\u540c\u800c\u6709\u663e\u8457\u5dee\u5f02\u3002\u5b98\u65b9\u6587\u6863\u6307\u51fa\uff0c\u53ef\u4ee5\u901a\u8fc7\u5728 Dockerfile \u4e2d\u4f7f\u7528 FROM alwaysai\/edgeiq:nano-0.11.0 \u5e76\u914d\u7f6e edgeiq.engine.DNN_CUDA \u4e3a edgeiq.accelerator.NVIDIA \u6765\u5229\u7528 Jetson Nano \u4e0a\u7684 GPU\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5bf9\u4e8e\u5ef6\u8fdf\u8981\u6c42\u4e25\u683c\u7684\u5e94\u7528\uff08\u4f8b\u5982\u5b9e\u65f6\u673a\u5668\u4eba\u3001\u5b89\u5168\u7cfb\u7edf\uff09\uff0c\u9009\u62e9\u5408\u9002\u7684\u6a21\u578b-\u786c\u4ef6\u7ec4\u5408\u81f3\u5173\u91cd\u8981\u3002\u50cf YOLOv8 \u6216 Mask R-CNN \u8fd9\u6837\u66f4\u590d\u6742\u7684\u6a21\u578b\u867d\u7136\u7cbe\u5ea6\u66f4\u9ad8\uff0c\u4f46\u9700\u8981\u66f4\u5f3a\u5927\u7684\u786c\u4ef6\u624d\u80fd\u7ef4\u6301\u53ef\u63a5\u53d7\u7684\u5e27\u901f\u7387\u3002.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u4f18\u70b9\u548c\u7f3a\u70b9<\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u4f18\u70b9<\/th><th>\u7f3a\u70b9&nbsp;<\/th><\/tr><\/thead><tbody><tr><td>Python \u5f00\u53d1\u4eba\u5458\u5feb\u901f\u4e0a\u624b<\/td><td>\u4e0e Hugging Face \u6216 TensorFlow Hub \u76f8\u6bd4\uff0c\u6a21\u578b\u76ee\u5f55\u8f83\u5c0f\u3002<\/td><\/tr><tr><td>\u8fb9\u7f18\u4f18\u5148\u67b6\u6784\u964d\u4f4e\u4e86\u5bf9\u4e91\u7684\u4f9d\u8d56<\/td><td>\u8981\u4f7f\u7528\u5168\u90e8\u529f\u80fd\uff0c\u9700\u8981 Windows\/Mac \u684c\u9762\u5e94\u7528\u7a0b\u5e8f\uff08Linux \u547d\u4ee4\u884c\u754c\u9762\u529f\u80fd\u8f83\u4e3a\u6709\u9650\uff09\u3002<\/td><\/tr><tr><td>\u79ef\u6781\u7684\u53d1\u5e03\u8282\u594f\uff08\u652f\u6301 Python 3.11\/3.12\uff0c2025 \u5e74\u65b0\u589e Blaize \u52a0\u901f\u5668\uff09<\/td><td>\u793e\u533a\u89c4\u6a21\u5c0f\u4e8e PyTorch\/TensorFlow \u751f\u6001\u7cfb\u7edf<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u5b9a\u4ef7\u548c\u8bb8\u53ef<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u622a\u81f3 2026 \u5e74 6 \u6708\uff0calwaysAI \u7684\u5b98\u65b9\u7f51\u7ad9\u5c1a\u672a\u516c\u5e03\u8be6\u7ec6\u7684\u5b9a\u4ef7\u9875\u9762\u3002\u5982\u9700\u4e86\u89e3\u5f53\u524d\u5b9a\u4ef7\u3001\u8ba1\u5212\u7ea7\u522b\u548c\u8bb8\u53ef\u9009\u9879\uff0c\u8bf7\u8bbf\u95ee alwaysAI \u5b98\u65b9\u7f51\u7ad9\u6216\u8054\u7cfb\u5176\u9500\u552e\u56e2\u961f support@alwaysai.co\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8be5\u5e73\u53f0\u5386\u6765\u4e3a\u4e1a\u4f59\u7231\u597d\u8005\u548c\u5b66\u751f\u63d0\u4f9b\u514d\u8d39\u7248\u672c\uff0c\u5e76\u4e3a\u5546\u4e1a\u90e8\u7f72\u3001\u6a21\u578b\u8bad\u7ec3\u79ef\u5206\u548c\u4f01\u4e1a\u652f\u6301\u63d0\u4f9b\u4ed8\u8d39\u65b9\u6848\u3002\u5177\u4f53\u529f\u80fd\u9650\u5236\u548c\u8d39\u7528\u5404\u4e0d\u76f8\u540c\u2014\u2014\u5728\u786e\u5b9a\u9879\u76ee\u8def\u7ebf\u56fe\u4e4b\u524d\uff0c\u8bf7\u76f4\u63a5\u4e0e alwaysAI \u786e\u8ba4\u3002.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">alwaysAI \u4e0e\u5176\u4ed6\u66ff\u4ee3\u65b9\u6848\u7684\u6bd4\u8f83<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">alwaysAI\u5e76\u975e\u89c6\u89c9AI\u9886\u57df\u7684\u552f\u4e00\u53c2\u4e0e\u8005\u3002\u4ee5\u4e0b\u662f\u5b83\u4e0e\u5e38\u89c1\u66ff\u4ee3\u65b9\u6848\u7684\u6bd4\u8f83\uff1a<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">alwaysAI \u5bf9\u6bd4 OpenCV + PyTorch\/TensorFlow<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f7f\u7528 OpenCV \u548c\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6\u4ece\u5934\u5f00\u59cb\u6784\u5efa\u89c6\u89c9\u7ba1\u9053\u53ef\u4ee5\u63d0\u4f9b\u6700\u5927\u7684\u7075\u6d3b\u6027\uff0c\u4f46\u9700\u8981\u624b\u52a8\u5904\u7406\u6a21\u578b\u5bfc\u51fa\u3001\u8fd0\u884c\u65f6\u4f18\u5316\u3001\u786c\u4ef6\u52a0\u901f\u8bbe\u7f6e\u548c\u89c6\u9891 I\/O \u7ba1\u9053\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">alwaysAI \u5bf9\u8fd9\u4e9b\u5e95\u5c42\u903b\u8f91\u5c42\u8fdb\u884c\u4e86\u62bd\u8c61\u3002\u5176\u4ee3\u4ef7\u662f\uff1a\u5bf9\u5e95\u5c42\u63a8\u7406\u7ec6\u8282\u7684\u63a7\u5236\u529b\u6709\u6240\u964d\u4f4e\uff0c\u4f46\u539f\u578b\u5f00\u53d1\u901f\u5ea6\u5374\u5927\u5e45\u63d0\u5347\u3002\u5bf9\u4e8e\u6ca1\u6709\u4e13\u804c\u673a\u5668\u5b66\u4e60\u5de5\u7a0b\u5e08\u7684\u56e2\u961f\u6765\u8bf4\uff0calwaysAI \u7684\u9ad8\u7ea7 API \u65e0\u7591\u662f\u63d0\u5347\u751f\u4ea7\u529b\u7684\u5229\u5668\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">alwaysAI \u4e0e Roboflow \u7684\u6bd4\u8f83<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Roboflow\u4e13\u6ce8\u4e8e\u6570\u636e\u96c6\u7ba1\u7406\u3001\u6807\u6ce8\u3001\u6570\u636e\u589e\u5f3a\u548c\u6a21\u578b\u8bad\u7ec3\uff08\u63d0\u4f9b\u65e0\u4ee3\u7801\u754c\u9762\uff09\u3002\u5b83\u96c6\u6210\u4e86\u591a\u79cd\u8bad\u7ec3\u540e\u7aef\uff0c\u5e76\u652f\u6301\u4ee5ONNX\u3001TensorFlow Lite\u548c\u5176\u4ed6\u683c\u5f0f\u5bfc\u51fa\u6a21\u578b\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">alwaysAI \u7684\u6a21\u578b\u8bad\u7ec3\u5de5\u5177\u5305\u4e0e Roboflow \u7684\u6838\u5fc3\u529f\u80fd\u6709\u6240\u91cd\u53e0\uff0c\u4f46\u5b83\u589e\u52a0\u4e86\u90e8\u7f72\u548c\u8fb9\u7f18\u63a8\u7406\u5c42\u3002\u5982\u679c\u60a8\u9700\u8981\u7aef\u5230\u7aef\u7684\u8fb9\u7f18\u90e8\u7f72\uff0calwaysAI \u7684\u96c6\u6210\u5ea6\u66f4\u9ad8\u3002\u5982\u679c\u60a8\u60f3\u8981\u4e00\u6d41\u7684\u6807\u6ce8\u548c\u6570\u636e\u589e\u5f3a\u5de5\u5177\uff0cRoboflow \u5219\u66f4\u80dc\u4e00\u7b79\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">alwaysAI \u4e0e AWS Panorama \/ Azure Percept \u7684\u5bf9\u6bd4<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">AWS Panorama \u548c Azure Percept \u662f\u4e91\u5382\u5546\u63d0\u4f9b\u7684\u8fb9\u7f18\u89c6\u89c9\u89e3\u51b3\u65b9\u6848\u3002\u4e24\u8005\u90fd\u9700\u8981\u4f7f\u7528\u8be5\u5382\u5546\u7684\u786c\u4ef6\u6216\u8ba4\u8bc1\u8bbe\u5907\uff0c\u5e76\u5c06\u7528\u6237\u9501\u5b9a\u5728\u8be5\u5382\u5546\u7684\u4e91\u751f\u6001\u7cfb\u7edf\u4e2d\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">alwaysAI \u4e0e\u786c\u4ef6\u65e0\u5173\uff08\u652f\u6301\u4efb\u4f55 Linux \u8bbe\u5907\u3001Jetson\u3001Pi \u7b49\uff09\uff0c\u5e76\u4e14\u4e0d\u5f3a\u5236\u96c6\u6210\u4e91\u670d\u52a1\u3002\u8fd9\u4f7f\u5176\u5728\u672c\u5730\u90e8\u7f72\u6216\u7269\u7406\u9694\u79bb\u90e8\u7f72\u65b9\u9762\u66f4\u52a0\u7075\u6d3b\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">alwaysAI \u5bf9\u6bd4 NVIDIA DeepStream<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">NVIDIA \u7684 DeepStream SDK \u662f\u4e00\u4e2a\u9ad8\u6027\u80fd\u6846\u67b6\uff0c\u7528\u4e8e\u5728 Jetson \u548c dGPU \u5e73\u53f0\u4e0a\u6784\u5efa\u89c6\u89c9\u6d41\u6c34\u7ebf\u3002\u5b83\u57fa\u4e8e GStreamer \u6784\u5efa\uff0c\u5e76\u9488\u5bf9\u6700\u5927\u541e\u5410\u91cf\u8fdb\u884c\u4e86\u4f18\u5316\uff08\u5355\u4e2a\u8bbe\u5907\u4e0a\u53ef\u5904\u7406\u6570\u767e\u4e2a\u6d41\uff09\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">DeepStream \u7684\u5b66\u4e60\u66f2\u7ebf\u8f83\u4e3a\u9661\u5ced\uff0c\u5e76\u4e14\u9700\u8981 C\/C++ \u6216 Python \u7ed1\u5b9a\u3002alwaysAI \u66f4\u7b80\u5355\uff0c\u66f4\u63a5\u8fd1 Python \u539f\u751f\u652f\u6301\uff0c\u4f46 DeepStream \u5728\u5927\u89c4\u6a21\u90e8\u7f72\u65b9\u9762\u62e5\u6709\u66f4\u5f3a\u5927\u7684\u6027\u80fd\u3002.<\/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=\"\u5c06 alwaysAI \u5e73\u53f0\u4e0e\u8ba1\u7b97\u673a\u89c6\u89c9\u90e8\u7f72\u7684\u5173\u952e\u51b3\u7b56\u56e0\u7d20\u4e2d\u7684\u5e38\u89c1\u66ff\u4ee3\u65b9\u6848\u8fdb\u884c\u6bd4\u8f83\" 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\">\u4f7f\u7528 FlyPix AI \u68c0\u6d4b\u771f\u5b9e\u4e16\u754c\u56fe\u50cf\u4e2d\u7684\u7269\u4f53<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">AlwaysAI \u4e0e\u8ba1\u7b97\u673a\u89c6\u89c9\u548c\u76ee\u6807\u68c0\u6d4b\u5de5\u4f5c\u6d41\u7a0b\u76f8\u5173\u3002. <a href=\"https:\/\/flypix.ai\/zh\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u98de\u50cf\u7d20 AI<\/a> \u8fd9\u79cd\u89c6\u89c9\u5206\u6790\u4e3b\u8981\u9488\u5bf9\u5730\u7406\u7a7a\u95f4\u56fe\u50cf\uff0c\u5e2e\u52a9\u56e2\u961f\u68c0\u6d4b\u7269\u4f53\u3001\u5206\u5272\u5df2\u7ed8\u5236\u533a\u57df\uff0c\u5e76\u5ba1\u67e5\u536b\u661f\u3001\u65e0\u4eba\u673a\u548c\u822a\u7a7a\u56fe\u50cf\u4e2d\u7684\u53ef\u89c1\u53d8\u5316\u3002.<\/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\">\u4ef7\u683c<\/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\u4ef7\u683c\u4ee5\u6b27\u5143\u8ba1\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>\u8d77\u52a8\u673a<\/strong> <br>\u8d2e\u5b58 <br> <strong>10 GB<\/strong> <br> &nbsp;<\/div><\/div><div class=\"pricing-subtitle-wrap\"><div class=\"pricing-subtitle\"><span class=\"giga\"><b>\u6bcf\u7528\u6237\u6bcf\u6708 100 \u6b27\u5143<\/b><\/span><br> <strong>50 \u79ef\u5206<\/strong> <br> <span class=\"giga\">\u7ea610\u4ebf\u50cf\u7d20<\/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\">\u62a5\u540d<\/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>\u5305\u542b\u7684\u529f\u80fd\uff1a<\/strong>\n<ul>\n \t<li>\u5206\u6790\u4eea\u8868\u677f\u8bbf\u95ee\u6743\u9650<\/li>\n \t<li>\u5bfc\u51fa\u77e2\u91cf\u56fe\u5c42<\/li>\n \t<li>5\u4e2a\u5de5\u4f5c\u65e5\u5185\u63d0\u4f9b\u7535\u5b50\u90ae\u4ef6\u652f\u6301<\/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>\u6807\u51c6<\/strong> <br>\u8d2e\u5b58 <br> <strong>120 GB<\/strong> <br> &nbsp;<\/div><\/div><div class=\"pricing-subtitle-wrap\"><div class=\"pricing-subtitle\"><span class=\"giga\"><b>500\u6b27\u5143\/2\u7528\u6237\/\u6708<\/b><\/span><br> <strong style=\"margin-left: -20px\">500 + 100 \u79ef\u5206<\/strong> <br> <span class=\"giga\" style=\"margin-left: -25px\">\u6700\u9ad8\u53ef\u8fbe 12 \u5409\u50cf\u7d20<\/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\">\u62a5\u540d<\/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>\u5305\u542b\u7684\u529f\u80fd\uff1a<\/strong>\n<ul>\n \t<li>\u83b7\u53d6\u591a\u5149\u8c31\u6570\u636e<\/li>\n \t<li>\u5730\u56fe\u5171\u4eab\u529f\u80fd<\/li>\n \t<li>2 \u4e2a\u5de5\u4f5c\u65e5\u5185\u63d0\u4f9b\u7535\u5b50\u90ae\u4ef6\u652f\u6301<\/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>\u4e13\u4e1a\u7248<\/strong> <br>\u8d2e\u5b58 <br> <strong>600 GB<\/strong> <br> &nbsp;<\/div><\/div><div class=\"pricing-subtitle-wrap\"><div class=\"pricing-subtitle\"><span class=\"giga\" style=\"margin-left: -2px\"><b>2000 \u6b27\u5143\/5 \u7528\u6237\/\u6708<\/b><\/span><br> <strong style=\"margin-left: -20px\">2000 + 1000 \u79ef\u5206<\/strong> <br> <span class=\"giga\" style=\"margin-left: -25px\">\u6700\u9ad8\u53ef\u8fbe 60 \u5409\u50cf\u7d20<\/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\">\u62a5\u540d<\/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>\u5305\u542b\u7684\u529f\u80fd\uff1a<\/strong>\n<ul>\n \t<li>API \u8bbf\u95ee<\/li>\n \t<li>\u56e2\u961f\u7ba1\u7406<\/li>\n \t<li>\u7535\u5b50\u90ae\u4ef6\u548c\u5728\u7ebf\u804a\u5929\uff0c1\u5c0f\u65f6\u5185\u56de\u590d<\/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>\u4f01\u4e1a<\/strong> <br>\u8d2e\u5b58 <br> <strong>\u65e0\u9650<\/strong> <br> &nbsp;<\/div><\/div><div class=\"pricing-subtitle-wrap\"><div class=\"pricing-subtitle\"><span class=\"giga\"><b>\u9e23\u8c22\uff1a<\/b><\/span> <br> <strong>\u65e0\u9650<\/strong> <span class=\"giga\"><br><b>\u7528\u6237\u5e2d\u4f4d\uff1a<\/b> <\/span><br> \u65e0\u9650<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\">\u62a5\u540d<\/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>\u5305\u542b\u7684\u529f\u80fd\uff1a<\/strong>\n<ul>\n \t<li>API \u8bbf\u95ee<\/li>\n \t<li>\u56e2\u961f\u7ba1\u7406<\/li>\n \t<li>\u7535\u5b50\u90ae\u4ef6\u548c\u5728\u7ebf\u804a\u5929\uff0c1\u5c0f\u65f6\u5185\u56de\u590d<\/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 \u53ef\u4ee5\u652f\u6301\u4ee5\u4e0b\u5730\u7406\u7a7a\u95f4\u68c0\u6d4b\u4efb\u52a1\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u63a2\u6d4b\u8f66\u8f86\u3001\u5efa\u7b51\u7269\u3001\u9053\u8def\u3001\u8bbe\u5907\u3001\u690d\u88ab\u6216\u5176\u4ed6\u53ef\u89c1\u7279\u5f81<\/li>\n\n\n\n<li>\u571f\u5730\u3001\u6c34\u57df\u3001\u57fa\u7840\u8bbe\u65bd\u3001\u519c\u4e1a\u6216\u5efa\u6210\u533a\u5212\u5206<\/li>\n\n\n\n<li>\u5bf9\u6bd4\u4e0d\u540c\u65e5\u671f\u62cd\u6444\u7684\u56fe\u50cf\u4ee5\u76d1\u6d4b\u53ef\u89c1\u7684\u53d8\u5316<\/li>\n\n\n\n<li>\u8bad\u7ec3\u7528\u4e8e\u9879\u76ee\u7279\u5b9a\u5730\u7406\u7a7a\u95f4\u68c0\u6d4b\u7684\u5b9a\u5236\u4eba\u5de5\u667a\u80fd\u6a21\u578b<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/flypix.ai\/zh\/contact-us\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u8054\u7cfb FlyPix AI<\/a> \u63a2\u7d22\u5730\u7406\u7a7a\u95f4\u5bf9\u8c61\u68c0\u6d4b\u5982\u4f55\u652f\u6301\u60a8\u7684\u56fe\u50cf\u5206\u6790\u5de5\u4f5c\u6d41\u7a0b\u3002.<\/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\">\u4f7f\u7528 FlyPix \u4f53\u9a8c\u5730\u7406\u7a7a\u95f4\u5206\u6790\u7684\u672a\u6765\uff01<br>\n<span style=\"color:var( --e-global-color-accent )\">\u7acb\u5373\u5f00\u59cb\u8bd5\u7528<\/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\">\u7acb\u5373\u8bd5\u7528<\/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\">\u5e38\u89c1\u95ee\u9898\u53ca\u6545\u969c\u6392\u9664\u65b9\u6cd5<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u5373\u4f7f\u5e73\u53f0\u8bbe\u8ba1\u7cbe\u7b80\uff0c\u5f00\u53d1\u8005\u4ecd\u7136\u4f1a\u9047\u5230\u5404\u79cd\u95ee\u9898\u3002\u5b98\u65b9\u5e38\u89c1\u95ee\u9898\u89e3\u7b54\u548c\u793e\u533a\u8ba8\u8bba\u4e2d\u4e5f\u63d0\u5230\u4e86\u4e00\u4e9b\u53cd\u590d\u51fa\u73b0\u7684\u95ee\u9898\uff1a<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">SSH\u8fde\u63a5\u5931\u8d25<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u90e8\u7f72\u5230\u8fdc\u7a0b\u8bbe\u5907\u65f6\uff0cSSH \u5bc6\u94a5\u8ba4\u8bc1\u6709\u65f6\u4f1a\u5931\u8d25\u3002\u89e3\u51b3\u65b9\u6cd5\uff1a\u786e\u4fdd\u76ee\u6807\u8bbe\u5907\u4e0a\u7684 ~\/.ssh\/authorized_keys \u6587\u4ef6\u4e2d\u5df2\u6dfb\u52a0\u516c\u94a5\uff0c\u5e76\u9a8c\u8bc1\u9632\u706b\u5899\u89c4\u5219\u662f\u5426\u5141\u8bb8\u7aef\u53e3 22 \u7684\u8bbf\u95ee\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u6a21\u578b\u4e0b\u8f7d\u9519\u8bef<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5982\u679c aai \u5e94\u7528\u5b89\u88c5\u5361\u4f4f\u6216\u5931\u8d25\uff0c\u8bf7\u68c0\u67e5\u7f51\u7edc\u8fde\u63a5\u5e76\u786e\u8ba4\u6a21\u578b\u76ee\u5f55\u53ef\u4ee5\u8bbf\u95ee\u3002\u67d0\u4e9b\u4f01\u4e1a\u7f51\u7edc\u4f1a\u963b\u6b62\u5916\u90e8\u4e0b\u8f7d\u2014\u2014\u5c06 alwaysAI \u7684 CDN \u57df\u540d\u6dfb\u52a0\u5230\u767d\u540d\u5355\u5373\u53ef\u89e3\u51b3\u6b64\u95ee\u9898\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u8fb9\u7f18\u8bbe\u5907\u5e27\u7387\u4f4e<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5982\u679c\u63a8\u7406\u901f\u5ea6\u4f4e\u4e8e\u9884\u671f\uff0c\u8bf7\u786e\u8ba4\u5df2\u914d\u7f6e\u6b63\u786e\u7684\u52a0\u901f\u5668\u3002\u5982\u679c\u672a\u542f\u7528 NVIDIA \u52a0\u901f\u5668\u6807\u5fd7\uff0cCUDA \u63a8\u7406\u5c06\u56de\u9000\u5230 CPU\uff0c\u5bfc\u81f4\u6027\u80fd\u5927\u5e45\u4e0b\u964d\u3002\u8bf7\u68c0\u67e5\u5e94\u7528\u7a0b\u5e8f\u914d\u7f6e\u4e2d\u7684\u5f15\u64ce\u548c\u52a0\u901f\u5668\u8bbe\u7f6e\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e3b\u64ad\u4e0d\u663e\u793a\u89c6\u9891<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u6d41\u5a92\u4f53\u670d\u52a1\u5668\u901a\u8fc7 HTTP \u534f\u8bae\u63d0\u4f9b\u89c6\u9891\u670d\u52a1\uff0c\u901a\u5e38\u4f7f\u7528 5000 \u7aef\u53e3\u3002\u5982\u679c\u89c6\u9891\u6d41\u65e0\u6cd5\u52a0\u8f7d\uff0c\u8bf7\u786e\u8ba4\u8bbe\u5907\u7684 IP \u5730\u5740\u662f\u5426\u53ef\u8bbf\u95ee\uff0c\u4ee5\u53ca\u9632\u706b\u5899\u662f\u5426\u963b\u6b62\u4e86\u8be5\u7aef\u53e3\u3002\u8fd0\u884c curl http:\/\/\u4ece\u5f00\u53d1\u673a\u53d1\u9001 :5000 \u8bf7\u6c42\u5e94\u8be5\u4f1a\u8fd4\u56de\u54cd\u5e94\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Python \u7248\u672c\u51b2\u7a81<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u4ece 2.9.0 \u7248\u672c\u5f00\u59cb\uff0c\u4e0d\u518d\u652f\u6301 Python 3.7\u3002\u4f7f\u7528\u65e7\u7248\u672c Python \u7684\u9879\u76ee\u5fc5\u987b\u5347\u7ea7\u5230 3.8 \u6216\u66f4\u9ad8\u7248\u672c\u3002\u865a\u62df\u73af\u5883\uff08venv \u6216 conda\uff09\u6709\u52a9\u4e8e\u9694\u79bb\u4f9d\u8d56\u9879\u5e76\u907f\u514d\u51b2\u7a81\u3002.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u83b7\u53d6\u652f\u6301\u548c\u793e\u533a\u8d44\u6e90<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u6839\u636e\u5b98\u65b9\u5e38\u89c1\u95ee\u9898\u89e3\u7b54\uff0calwaysAI \u63d0\u4f9b\u591a\u79cd\u652f\u6301\u6e20\u9053\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Discord \u670d\u52a1\u5668\uff1a<\/strong> \u4e0e\u5176\u4ed6\u5f00\u53d1\u8005\u548c alwaysAI \u5458\u5de5\u5b9e\u65f6\u804a\u5929<\/li>\n\n\n\n<li><strong>\u5ba2\u670d\u90ae\u7bb1\uff1a<\/strong> \u6280\u672f\u95ee\u9898\u548c\u8d26\u5355\u7591\u95ee\u8bf7\u8054\u7cfb support@alwaysai.co<\/li>\n\n\n\n<li><strong>\u535a\u5ba2\u6559\u7a0b\uff1a <\/strong>\u5e38\u89c1\u4efb\u52a1\uff08\u76ee\u6807\u68c0\u6d4b\u3001\u59ff\u6001\u4f30\u8ba1\u3001\u533a\u57df\u7ba1\u7406\uff09\u7684\u5206\u6b65\u6307\u5357<\/li>\n\n\n\n<li><strong>\u6545\u969c\u6392\u9664\u9875\u9762\uff1a <\/strong>\u5e38\u89c1\u95ee\u9898\u7684\u53ef\u641c\u7d22\u77e5\u8bc6\u5e93<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Discord \u793e\u533a\u975e\u5e38\u6d3b\u8dc3\uff0c\u5f00\u53d1\u8005\u4eec\u4f1a\u5728\u4e0a\u9762\u5206\u4eab\u4ee3\u7801\u7247\u6bb5\u3001\u6027\u80fd\u4f18\u5316\u6280\u5de7\u548c\u786c\u4ef6\u63a8\u8350\u3002\u5f53\u6587\u6863\u6ca1\u6709\u6db5\u76d6\u7279\u5b9a\u573a\u666f\u65f6\uff0c\u8fd9\u662f\u89e3\u51b3\u95ee\u9898\u7684\u6700\u5feb\u9014\u5f84\u3002.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u54ea\u4e9b\u7528\u6237\u5e94\u8be5\u4f7f\u7528 alwaysAI\uff1f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">alwaysAI \u975e\u5e38\u9002\u5408\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u9700\u8981\u4e3a\u73b0\u6709\u5e94\u7528\u7a0b\u5e8f\u6dfb\u52a0\u89c6\u89c9\u529f\u80fd\u7684 Python \u5f00\u53d1\u4eba\u5458\uff0c\u4f46\u53c8\u4e0d\u60f3\u638c\u63e1 TensorFlow \u7684\u5185\u90e8\u673a\u5236<\/li>\n\n\n\n<li>\u4ea7\u54c1\u56e2\u961f\u81f4\u529b\u4e8e\u6253\u9020\u8fb9\u7f18\u4eba\u5de5\u667a\u80fd\u4ea7\u54c1\uff0c\u5bf9\u4ed6\u4eec\u800c\u8a00\uff0c\u4ea7\u54c1\u4e0a\u5e02\u65f6\u95f4\u6bd4\u538b\u7f29\u6bcf\u4e00\u6beb\u79d2\u7684\u5ef6\u8fdf\u66f4\u4e3a\u91cd\u8981\u3002<\/li>\n\n\n\n<li>\u5bf9\u4e8e\u6559\u6388\u8ba1\u7b97\u673a\u89c6\u89c9\u7684\u5b66\u751f\u548c\u6559\u80b2\u5de5\u4f5c\u8005\u800c\u8a00\uff0c\u8be5\u5e73\u53f0\u964d\u4f4e\u4e86\u8bbe\u7f6e\u95e8\u69db\uff0c\u4f7f\u5b66\u4e60\u8005\u80fd\u591f\u4e13\u6ce8\u4e8e\u5e94\u7528\u903b\u8f91\u3002<\/li>\n\n\n\n<li>\u5d4c\u5165\u5f0f\u7cfb\u7edf\u5de5\u7a0b\u5e08\u5e0c\u671b\u5728\u4f18\u5316\u751f\u4ea7\u6d41\u7a0b\u4e4b\u524d\uff0c\u4f7f\u7528\u66f4\u9ad8\u7ea7\u522b\u7684 API \u8fdb\u884c\u539f\u578b\u8bbe\u8ba1\u3002<\/li>\n\n\n\n<li>\u5c0f\u578b\u56e2\u961f\uff0c\u5c24\u5176\u662f\u90a3\u4e9b\u6ca1\u6709\u4e13\u804c\u673a\u5668\u5b66\u4e60\u5de5\u7a0b\u5e08\uff0c\u9700\u8981\u4e00\u5957\u7528\u4e8e\u76ee\u6807\u68c0\u6d4b\u3001\u8ddf\u8e2a\u6216\u59ff\u6001\u4f30\u8ba1\u7684\u4ea4\u94a5\u5319\u89e3\u51b3\u65b9\u6848\u7684\u56e2\u961f\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b83\u4e0d\u592a\u9002\u5408\u4ee5\u4e0b\u60c5\u51b5\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u9700\u8981\u76ee\u5f55\u4e2d\u672a\u5305\u542b\u7684\u5c16\u7aef\u7814\u7a76\u6a21\u578b\uff08\u4f8b\u5982\u53d8\u6362\u5668\u3001\u6269\u6563\u6a21\u578b\u7b49\uff09\u7684\u56e2\u961f<\/li>\n\n\n\n<li>\u9700\u8981\u8d85\u4f4e\u5ef6\u8fdf\uff08\u63a8\u7406\u65f6\u95f4\u4f4e\u4e8e 10 \u6beb\u79d2\uff09\u7684\u9879\u76ee\uff0c\u6bcf\u4e00\u9879\u4f18\u5316\u90fd\u81f3\u5173\u91cd\u8981\u3002<\/li>\n\n\n\n<li>\u5177\u6709\u4e25\u683c\u7269\u7406\u9694\u79bb\u8981\u6c42\u3001\u7981\u6b62\u57fa\u4e8e\u4e91\u7684\u6a21\u578b\u8bad\u7ec3\u7684\u7ec4\u7ec7<\/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=\"\u4f7f\u7528 alwaysAI \u5e73\u53f0\u5b9e\u73b0\u7aef\u5230\u7aef\u7684\u5f00\u53d1\u548c\u90e8\u7f72\u5de5\u4f5c\u6d41\u7a0b\uff0c\u6db5\u76d6\u4ece\u6a21\u578b\u9009\u62e9\u5230\u8fb9\u7f18\u76d1\u63a7\u7684\u5404\u4e2a\u73af\u8282\u3002\" 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\">\u672a\u6765\u8def\u7ebf\u56fe\u548c\u5e73\u53f0\u6f14\u8fdb<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u6839\u636e\u53d1\u5e03\u8bf4\u660e\u548c\u5b98\u65b9\u535a\u5ba2\uff0calwaysAI \u6b63\u5728\u79ef\u6781\u53d1\u5c55\u3002\u8fd1\u671f\u65b0\u589e\u529f\u80fd\u5305\u62ec\u652f\u6301 Python 3.11\/3.12\u3001\u96c6\u6210 Blaize \u52a0\u901f\u5668\u4ee5\u53ca\u6539\u8fdb\u7684\u7528\u4e8e\u5206\u6790\u7684\u65f6\u95f4\u6233\u5b9e\u7528\u7a0b\u5e8f\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8be5\u5e73\u53f0\u4e13\u6ce8\u4e8e\u8fb9\u7f18\u90e8\u7f72\uff0c\u8fd9\u4e0e\u66f4\u5e7f\u6cdb\u7684\u884c\u4e1a\u8d8b\u52bf\u76f8\u7b26\u3002\u968f\u7740\u6a21\u578b\u6548\u7387\u7684\u63d0\u9ad8\uff08\u91cf\u5316\u3001\u526a\u679d\u3001\u84b8\u998f\uff09\uff0c\u8fb9\u7f18\u8bbe\u5907\u7684\u8ba1\u7b97\u80fd\u529b\u4e0d\u65ad\u589e\u5f3a\uff08\u4e0b\u4e00\u4ee3 Jetson\u3001\u65b0\u578b ARM SoC\uff09\uff0c\u4ee5\u53ca\u9690\u79c1\u6cd5\u89c4\u7684\u65e5\u76ca\u4e25\u683c\uff0c\u8bbe\u5907\u7aef\u63a8\u7406\u6b63\u6210\u4e3a\u8bb8\u591a\u5e94\u7528\u7684\u9ed8\u8ba4\u9009\u62e9\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">alwaysAI \u5c06\u81ea\u8eab\u5b9a\u4f4d\u4e3a\u5bf9\u5f00\u53d1\u8005\u53cb\u597d\u7684\u5c42\uff0c\u5b83\u62bd\u8c61\u4e86\u786c\u4ef6\u7684\u590d\u6742\u6027\uff0c\u540c\u65f6\u53c8\u80fd\u7d27\u8ddf\u6a21\u578b\u53d1\u5c55\u7684\u6b65\u4f10\u3002\u5982\u679c\u8be5\u5e73\u53f0\u80fd\u591f\u589e\u52a0\u5bf9\u57fa\u4e8e Transformer \u7684\u89c6\u89c9\u6a21\u578b\uff08ViT\u3001DINO\u3001SAM\uff09\u7684\u652f\u6301\uff0c\u5e76\u5c06\u8bad\u7ec3\u529f\u80fd\u6269\u5c55\u5230\u76ee\u6807\u68c0\u6d4b\u4e4b\u5916\uff0c\u90a3\u4e48\u5b83\u5c31\u80fd\u5728\u4fdd\u6301\u6613\u7528\u6027\u4f18\u52bf\u7684\u540c\u65f6\uff0c\u7f29\u5c0f\u4e0e\u66f4\u7075\u6d3b\u6846\u67b6\u4e4b\u95f4\u7684\u5dee\u8ddd\u3002.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u5e38\u89c1\u95ee\u9898<\/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 \u652f\u6301\u54ea\u4e9b\u7f16\u7a0b\u8bed\u8a00\uff1f<\/strong> <p class=\"schema-faq-answer\">alwaysAI \u7684 edgeIQ API \u4ec5\u652f\u6301 Python\u3002\u6240\u6709\u5e94\u7528\u7a0b\u5e8f\u4ee3\u7801\u3001\u6a21\u578b\u914d\u7f6e\u548c\u90e8\u7f72\u811a\u672c\u5747\u4f7f\u7528 Python 3.8 \u6216\u66f4\u9ad8\u7248\u672c\uff08\u4ece 2.9.0 \u7248\u672c\u5f00\u59cb\u652f\u6301 3.11 \u548c 3.12\uff09\u3002.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1781208724294\"><strong class=\"schema-faq-question\">\u6211\u53ef\u4ee5\u4f7f\u7528\u81ea\u5df1\u8bad\u7ec3\u7684\u6a21\u578b\u914d\u5408 alwaysAI \u4f7f\u7528\u5417\uff1f<\/strong> <p class=\"schema-faq-answer\">\u662f\u7684\uff0c\u4f46\u6709\u4e00\u4e9b\u9650\u5236\u3002\u6a21\u578b\u8bad\u7ec3\u5de5\u5177\u5305\u652f\u6301\u81ea\u5b9a\u4e49\u76ee\u6807\u68c0\u6d4b\u6a21\u578b\u3002\u5bf9\u4e8e\u5176\u4ed6\u6a21\u578b\u7c7b\u578b\uff08\u5206\u7c7b\u3001\u5206\u5272\u3001\u59ff\u6001\uff09\uff0c\u60a8\u9700\u8981\u5c06\u6a21\u578b\u5bfc\u51fa\u4e3a\u517c\u5bb9\u683c\u5f0f\uff08ONNX\u3001TensorFlow \u7b49\uff09\uff0c\u5e76\u6d4b\u8bd5 edgeIQ API \u662f\u5426\u53ef\u4ee5\u52a0\u8f7d\u5b83\u3002\u8bf7\u53c2\u9605\u5b98\u65b9\u6587\u6863\u4ee5\u83b7\u53d6\u8f6c\u6362\u6307\u5357\u3002.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1781208738630\"><strong class=\"schema-faq-question\">alwaysAI \u53ef\u4ee5\u79bb\u7ebf\u4f7f\u7528\u5417\uff1f\u8fd8\u662f\u9700\u8981\u7f51\u7edc\u8fde\u63a5\uff1f<\/strong> <p class=\"schema-faq-answer\">\u6a21\u578b\u4e0b\u8f7d\u5b8c\u6bd5\u4e14\u5e94\u7528\u90e8\u7f72\u5b8c\u6210\u540e\uff0calwaysAI \u5e94\u7528\u5373\u53ef\u5728\u8fb9\u7f18\u8bbe\u5907\u4e0a\u5b8c\u5168\u79bb\u7ebf\u8fd0\u884c\u3002\u4ec5\u5728\u521d\u59cb\u8bbe\u7f6e\uff08\u4e0b\u8f7d\u6a21\u578b\u3001\u66f4\u65b0 CLI\uff09\u4ee5\u53ca\u4f7f\u7528\u4e91\u7aef\u6a21\u578b\u8bad\u7ec3\u65f6\u624d\u9700\u8981\u8054\u7f51\u3002.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1781208751348\"><strong class=\"schema-faq-question\">\u5b98\u65b9\u652f\u6301\u54ea\u4e9b\u8fb9\u7f18\u8bbe\u5907\uff1f<\/strong> <p class=\"schema-faq-answer\">\u5b98\u65b9\u652f\u6301\u7684\u8bbe\u5907\u5305\u62ec NVIDIA Jetson \u5f00\u53d1\u677f\uff08Nano\u3001Xavier\u3001Orin\uff09\u3001Raspberry Pi\uff083B+\u30014\u30015\uff09\u3001x86 Linux \u673a\u5668\u548c\u57fa\u4e8e ARM \u7684\u8fb9\u7f18\u670d\u52a1\u5668\u3002Google Coral Edge TPU \u548c Blaize \u52a0\u901f\u5361\u81ea 2.9.0 \u7248\u672c\u8d77\u4e5f\u5df2\u83b7\u5f97\u652f\u6301\u3002\u8bf7\u67e5\u770b\u5b98\u65b9\u786c\u4ef6\u517c\u5bb9\u6027\u9875\u9762\u4ee5\u83b7\u53d6\u6700\u65b0\u5217\u8868\u3002.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1781208764234\"><strong class=\"schema-faq-question\">alwaysAI \u5982\u4f55\u5904\u7406\u6765\u81ea\u591a\u4e2a\u6444\u50cf\u5934\u7684\u89c6\u9891\u8f93\u5165\uff1f<\/strong> <p class=\"schema-faq-answer\">VideoStream \u7c7b\u652f\u6301\u591a\u8def\u6444\u50cf\u5934\u8f93\u5165\u3002\u5f00\u53d1\u8005\u53ef\u4ee5\u4e3a\u6bcf\u4e2a\u6444\u50cf\u5934\u4fe1\u53f7\u5b9e\u4f8b\u5316\u5355\u72ec\u7684 VideoStream \u5bf9\u8c61\uff0c\u5e76\u5e76\u884c\u6216\u987a\u5e8f\u5904\u7406\u5b83\u4eec\u3002API \u6587\u6863\u4e2d\u63d0\u5230\u7684 MultiStreamFramework 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class=\"schema-faq-answer\">\u5206\u6790\u6a21\u5757\u4f1a\u8ddf\u8e2a\u5bf9\u8c61\u8ba1\u6570\u3001\u505c\u7559\u65f6\u95f4\u3001\u533a\u57df\u8fdb\u51fa\u6b21\u6570\u548c\u8f68\u8ff9\u6570\u636e\u7b49\u4e8b\u4ef6\u3002\u7ed3\u679c\u5b58\u50a8\u5728\u672c\u5730\uff0c\u5e76\u53ef\u5bfc\u51fa\u4e3a CSV \u6216 JSON \u683c\u5f0f\u30022.9.0 \u7248\u672c\u65b0\u589e\u4e86\u65f6\u95f4\u6233\u5b9e\u7528\u7a0b\u5e8f\u548c num_logs \u53c2\u6570\uff0c\u7528\u4e8e\u63a7\u5236\u52a0\u8f7d\u5927\u578b\u5206\u6790\u6587\u4ef6\u65f6\u7684\u5185\u5b58\u4f7f\u7528\u91cf\u3002.<\/p> <\/div> <\/div>\n\n\n\n<h2 class=\"wp-block-heading\">\u6700\u7ec8\u7ed3\u8bba\uff1a\u60a8\u5e94\u8be5\u4f7f\u7528 alwaysAI \u5417\uff1f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">alwaysAI \u5151\u73b0\u4e86\u5176\u627f\u8bfa\uff1a\u63d0\u4f9b\u4e86\u4e00\u6761\u5feb\u901f\u3001\u5bf9 Python 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class=\"wp-block-paragraph\">\u4f46\u8fd9\u5e76\u975e\u4e07\u80fd\u89e3\u51b3\u65b9\u6848\u3002\u6784\u5efa\u81ea\u5b9a\u4e49\u67b6\u6784\u7684\u56e2\u961f\u3001\u8bd5\u9a8c\u65b0\u578b\u6a21\u578b\u7684\u7814\u7a76\u4eba\u5458\uff0c\u6216\u8005\u9700\u8981\u4f4e\u4e8e 10 \u6beb\u79d2\u5ef6\u8fdf\u7684\u9879\u76ee\uff0c\u6700\u7ec8\u90fd\u4f1a\u8d85\u51fa\u5e73\u53f0\u62bd\u8c61\u5c42\u7684\u80fd\u529b\u8303\u56f4\u3002\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b\uff0c\u964d\u7ea7\u5230 TensorFlow\u3001PyTorch \u6216 DeepStream \u5c31\u4e0d\u53ef\u907f\u514d\u4e86\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">alwaysAI \u7684\u7406\u60f3\u7528\u6237\u662f\u7cbe\u901a Python 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class=\"wp-block-paragraph\">\u5b9a\u4ef7\u900f\u660e\u5ea6\u4ecd\u7136\u662f\u4e00\u4e2a\u8584\u5f31\u73af\u8282\u2014\u2014\u5728\u6700\u7ec8\u786e\u5b9a\u4ea7\u54c1\u8def\u7ebf\u56fe\u4e4b\u524d\uff0c\u8bf7\u52a1\u5fc5\u67e5\u770b\u5b98\u65b9\u7f51\u7ad9\u6216\u8054\u7cfb\u9500\u552e\u90e8\u95e8\u3002\u6b64\u5916\uff0c\u8fd8\u8981\u5bc6\u5207\u5173\u6ce8\u7248\u672c\u8bf4\u660e\uff1b\u8be5\u5e73\u53f0\u53d1\u5c55\u8fc5\u901f\uff0c\u6bcf\u9694\u51e0\u4e2a\u6708\u5c31\u4f1a\u6709\u91cd\u8981\u7684\u66f4\u65b0\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u60f3\u96f6\u98ce\u9669\u5730\u4f53\u9a8c alwaysAI \u5417\uff1f\u4e0b\u8f7d CLI\uff0c\u8fd0\u884c\u5b9e\u65f6\u76ee\u6807\u68c0\u6d4b\u5668\u6559\u7a0b\uff0c\u7136\u540e\u5c06\u5176\u90e8\u7f72\u5230\u6811\u8393\u6d3e\u6216\u5907\u7528\u7b14\u8bb0\u672c\u7535\u8111\u4e0a\u3002\u8fd9 30 \u5206\u949f\u7684\u7ec3\u4e60\u5c31\u80fd\u8ba9\u4f60\u77e5\u9053\u8be5\u5e73\u53f0\u662f\u5426\u6bd4\u82b1\u4e00\u5468\u65f6\u95f4\u9605\u8bfb\u6587\u6863\u66f4\u9002\u5408\u4f60\u7684\u5de5\u4f5c\u6d41\u7a0b\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u51c6\u5907\u597d\u6784\u5efa\u60a8\u7684\u89c6\u89c9 AI \u9879\u76ee\u4e86\u5417\uff1f\u8bbf\u95ee alwaysAI \u5b98\u65b9\u7f51\u7ad9\uff0c\u4e0b\u8f7d\u5b89\u88c5\u7a0b\u5e8f\uff0c\u7136\u540e\u4ece\u5165\u95e8\u5e94\u7528\u5f00\u59cb\u3002\u5982\u679c\u60a8\u9047\u5230\u4efb\u4f55\u95ee\u9898\uff0cDiscord \u793e\u533a\u968f\u65f6\u4e3a\u60a8\u63d0\u4f9b\u5e2e\u52a9\u3002\u5982\u679c alwaysAI \u6b63\u662f\u60a8\u6240\u9700\u8981\u7684\uff0c\u60a8\u5c06\u6bd4\u60f3\u8c61\u4e2d\u66f4\u5feb\u5730\u53d1\u5e03\u60a8\u7684\u7b2c\u4e00\u4e2a\u8fb9\u7f18\u89c6\u89c9\u5e94\u7528\u3002.<\/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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The MultiStreamFramework (mentioned in the API docs) provides utilities for synchronized multi-camera processing.","inLanguage":"zh-Hans"},"inLanguage":"zh-Hans"},{"@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":"\u6211\u53ef\u4ee5\u5728 Docker \u5bb9\u5668\u4e2d\u90e8\u7f72 alwaysAI \u5e94\u7528\u5417\uff1f","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":"zh-Hans"},"inLanguage":"zh-Hans"},{"@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\u63d0\u4f9b\u54ea\u4e9b\u7c7b\u578b\u7684\u5206\u6790\u548c\u62a5\u544a\uff1f","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":"zh-Hans"},"inLanguage":"zh-Hans"}]}},"_links":{"self":[{"href":"https:\/\/flypix.ai\/zh\/wp-json\/wp\/v2\/posts\/184035","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/flypix.ai\/zh\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/flypix.ai\/zh\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/flypix.ai\/zh\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/flypix.ai\/zh\/wp-json\/wp\/v2\/comments?post=184035"}],"version-history":[{"count":1,"href":"https:\/\/flypix.ai\/zh\/wp-json\/wp\/v2\/posts\/184035\/revisions"}],"predecessor-version":[{"id":184042,"href":"https:\/\/flypix.ai\/zh\/wp-json\/wp\/v2\/posts\/184035\/revisions\/184042"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/flypix.ai\/zh\/wp-json\/wp\/v2\/media\/184036"}],"wp:attachment":[{"href":"https:\/\/flypix.ai\/zh\/wp-json\/wp\/v2\/media?parent=184035"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/flypix.ai\/zh\/wp-json\/wp\/v2\/categories?post=184035"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/flypix.ai\/zh\/wp-json\/wp\/v2\/tags?post=184035"}],"curies":[{"name":"\u53ef\u6e7f\u6027\u7c89\u5242","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}