AI Feature Extraction · No-Code

Turn pixels into GIS-ready features.

FlyPix AI is the no-code AI feature extraction software that turns aerial, drone, and satellite imagery into structured vectors — buildings, roads, water, and vegetation with attributes — covering thousands of square kilometres and saving up to 99.7% of manual digitising time.

★★★★★Trusted by 10,000+ geospatial users · No credit card required
FEATURE EXTRACT · LIVE
SRC satellite + drone
AOI 9,840 km²
FEATURES 62,410 vectors · Δ +1.8%
Scroll to explore
Backed & powered by NVIDIA Inception Program Google for Startups IBM for Startups ESA BIC Hessen
The Benchmark

Extracting one scene by hand takes 997 seconds.
FlyPix AI takes 3.

A single capture can hold tens of thousands of features no operator can vectorise in time. FlyPix AI extracts and attributes them across the whole area at once, so your GIS layers keep pace with every new image.

Manual review
997s
to review one dense scene by hand

Analysts and technicians digitise features by hand, polygon after polygon. The work is slow, expensive, and inconsistent from one operator to the next.

VS
AI analysis by FlyPix
3s
for the same scene, fully detected

Up to 99.7% time saved. Consistent, georeferenced vectors with attributes you can query, track over time, and export straight into your GIS or CAD.

99.7%
Time saved vs. manual
10,000+
Active users
6+
Data formats supported
60,000+
Features per scene
What is AI feature extraction software?

Structured GIS features from raw imagery, without the code.

AI feature extraction software analyses imagery and converts it into structured geospatial features — vector objects with attributes — instead of leaving you with raw pixels. FlyPix AI is a no-code platform that uses artificial intelligence to find, outline, and attribute buildings, roads, water, vegetation, and infrastructure across aerial, drone, and satellite imagery. You upload your captures, label a few examples, and the AI engine builds a custom feature model and extracts the whole area — turning hours of manual digitising into minutes of GIS-ready data.

Capabilities

Everything you need to extract features at scale

One platform to detect, vectorise, attribute, and export every feature you care about — from a single tile to a national mosaic.

AI feature extraction

Find and outline buildings, roads, water, vegetation, and infrastructure across imagery in a single pass.

Imagery to vectors

Convert raw pixels into clean, georeferenced polygons, lines, and points ready to drop into your GIS.

Attribute capture

Tag every extracted feature with class, geometry, and measured attributes so your data is query-ready.

Measurement & counting

Count features and measure areas, lengths, and distances with georeferenced accuracy.

Any sensor, any band

Extract from RGB, multispectral, hyperspectral, LiDAR, and SAR — not just true-colour imagery.

No-code feature models

Train an extractor for the exact feature you need by labelling a few examples — no programming.

How it works

From raw imagery to GIS layers in four steps

A no-code workflow built so analysts, mappers, and GIS teams — not just data scientists — can run production-grade extraction.

STEP 01

Upload your imagery

Bring satellite, aerial, or drone captures in any common format — RGB, multispectral, SAR, or LiDAR.

STEP 02

Label what matters

Mark a few examples of the feature you want to extract. A handful is enough for the engine to learn.

STEP 03

Let the AI extract

FlyPix builds a feature model from your labels and extracts, attributes, and measures across the whole area.

STEP 04

Explore & export

Review results on interactive maps, then export georeferenced vectors with attributes to your GIS or CAD.

FlyPix AI workspace showing AI object detection on geospatial imagery
Supported Data

One platform for every sensor over the area

Feature extraction is more than true-colour pictures. FlyPix AI ingests the full range of remote-sensing data — extract vegetation with multispectral bands, see through cloud and darkness with SAR, and capture structure with LiDAR — all in one workspace.

See all supported formats
RGB & true-color
Standard satellite, aerial & drone imagery
Supported
Multispectral
Vegetation, water & land-use analysis
Supported
Hyperspectral
Fine-grained material & spectral analysis
Supported
LiDAR
Elevation, volumes & 3D terrain
Supported
SAR (Synthetic Aperture Radar)
All-weather, day-or-night monitoring
Supported
API & GIS integration
Automate workflows, export vector layers
Supported
Why FlyPix

Why teams choose FlyPix AI

The platform removes the bottlenecks that slow feature extraction: manual digitising, specialist headcount, rigid formats, and tooling that cannot keep pace with new captures.

Extraction in seconds

Vectorise thousands of features across a full scene in seconds instead of hours of manual digitising — and repeat it on every new capture.

A true no-code platform

Analysts and mappers train and run custom feature models on their own imagery — no programming, no data-science team, no vendor queue.

Multi-sensor by design

Combine optical, multispectral, hyperspectral, SAR, and LiDAR in one workspace and pick the right band for the feature.

Scales to any area

Extract dense features from a single tile or sweep an entire country at the cadence your projects demand.

Customer Reviews

What geospatial teams say

From industrial pilots to research labs to environmental missions — see how teams put FlyPix AI to work.

We ran a joint pilot with FlyPix AI in an industrial setting. We were impressed by the dedicated, easy-to-work-with team, their expertise, and how quickly they applied the technology to a novel use case.

Hannes Olbrich
Hannes Olbrich
Head of Investor Office · acitoflux, Germany

FlyPix AI helped us go from idea to proof of concept in record time. The team was responsive, the platform was easy to integrate, and we tested geospatial insights on real property data within days.

Ali Tehranchi
Ali Tehranchi
CEO · Bayscenary, USA

FlyPix AI made it remarkably easy to turn drone imagery into actionable results — truly next-gen tech, delivering AI-driven analysis and cloud computing within minutes without complex setups.

Jordan Bates
Jordan Bates
Researcher · University of Liège, Belgium

What surprised us most was how effortless it was to start. The platform is robust, easy to navigate, and extremely reliable.

Krishna Mohan
Krishna Mohan
Business Head · Stesalit Systems Ltd., India

FlyPix AI helped us automate land-use classification with incredible precision and speed, saving months of manual work.

Rohit Singh
Rohit Singh
Director · Intent to Solution, India

Working with FlyPix has significantly elevated the impact of our clean-up missions. We're proud to collaborate with a team that shares our commitment to environmental responsibility.

Robin Engelhard
Robin Engelhard
Chairman · Second Life e.V., Germany
Start extracting

Turn your imagery into GIS data.

Create an account and extract your first feature layer with AI in minutes — no credit card, no code. Want help scoping your workflow? Our geospatial team will set it up with you.

Try it now Request a demo Free to start · Set up with an expert
FAQ

AI feature extraction software, answered

The questions analysts, mappers, and GIS teams ask before switching to AI-powered feature extraction.

What is AI feature extraction software?
AI feature extraction software analyses imagery and converts it into structured geospatial features — vector objects with attributes — instead of raw pixels. AI-powered platforms like FlyPix AI automatically outline and attribute buildings, roads, water, vegetation, and infrastructure across aerial, drone, and satellite imagery, turning hours of manual digitising into minutes of GIS-ready data.
Do I need coding or GIS expertise to use FlyPix AI?
No. FlyPix AI is a no-code platform. You upload imagery, label a few examples of the feature you want to extract, and the AI engine builds a model and extracts across your whole area of interest automatically — no programming or deep machine-learning knowledge required.
What features can FlyPix AI extract?
FlyPix AI can extract a wide range of features — buildings, roads, water bodies, vegetation, parcels, and infrastructure — as georeferenced vectors with attributes. Because models are custom-trained from your labels, you can extract the exact feature class your project needs rather than a fixed catalogue.
What imagery and data formats does FlyPix AI support?
FlyPix AI supports satellite, aerial, and drone imagery in RGB, multispectral, and hyperspectral formats, plus LiDAR and Synthetic Aperture Radar (SAR). It exports georeferenced vectors with attributes to your GIS and CAD tools.
Can I train a custom feature model?
Yes. You can train a custom feature model for the exact object you need to extract — a building type, a road class, a water feature, a piece of infrastructure — by labelling a handful of examples. The engine learns from your labels and extracts it across all your imagery.
How much time can FlyPix AI save versus manual digitising?
FlyPix AI can save up to 99.7% of analysis time. In FlyPix benchmarks, dense-scene extraction that takes roughly 997 seconds by hand is completed by the AI engine in about 3 seconds.
Can I try FlyPix AI on my own imagery?
Yes. You can create an account and start extracting features from your own imagery, or request a guided demo to see feature extraction, attribute capture, custom feature models, and vector export applied to scenes from your domain.
See your imagery, structured

See every feature your imagery contains.

Join 10,000+ users automating image analysis with FlyPix AI. Upload your first scene and watch the AI extract every feature into GIS-ready vectors in seconds.