AI Land Use Change Mapping · No-Code

See how the land has changed use.

FlyPix AI is the no-code land use change software that compares multi-date satellite, aerial, and drone imagery to map conversions between uses — farmland to urban, forest to cropland, wetland to built — and quantify gains and losses by class across thousands of square kilometres, saving up to 99.7% of manual mapping time.

★★★★★Trusted by 10,000+ geospatial users · No credit card required
TRANSITION SCAN · LIVE
SRC multi-date
AOI 9,640 km²
CONVERTED 1,920 ha · cropland → built
Scroll to explore
Backed & powered by NVIDIA Inception Program Google for Startups IBM for Startups ESA BIC Hessen
The Benchmark

Mapping land-use transitions by hand takes 997 seconds a scene.
FlyPix AI takes 3.

Tracking how land changed use means classifying every parcel twice and reconciling the two dates by hand. Manual transition mapping does not scale. FlyPix AI compares classified dates instantly and tallies every conversion, so land-use accounting keeps pace with each new capture.

Manual review
997s
to review one dense scene by hand

Analysts classify each date by eye, overlay them, and tot up conversions parcel by parcel. The process is slow, error-prone, and stale before the figures reach a planner.

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

Up to 99.7% time saved. Consistent, georeferenced transition maps with gains and losses quantified per class — ready to track over time and export straight into your GIS.

99.7%
Time saved vs. manual
10,000+
Active users
6+
Data formats supported
9,640km²
Mapped per pass
What is land use change software?

Land-use transition mapping from above, without the code.

Land use change software compares classified imagery of the same area from different dates to map how land was converted from one use to another and quantify the gains and losses by class. FlyPix AI is a no-code platform that uses artificial intelligence to classify land use on each date, reconcile the dates, and build multi-date transition maps across satellite, aerial, and drone imagery. You upload your dated captures, label a few examples of each use, and the AI engine maps every conversion across the whole area of interest — turning hours of overlay work into minutes of decision-ready land-use accounting.

Capabilities

Everything you need to map land-use change

One platform to classify uses, reconcile dates, quantify conversions, and track transitions across every area you monitor — from a single parcel to a national mosaic.

Conversion detection

Surface where one land use became another between dates — farmland to urban, forest to cropland, greenfield to built — in a single pass.

Transition mapping

Build multi-date from-to maps that show exactly which use each parcel held before and after, ready for planning review.

Gains & losses by class

Quantify hectares gained and lost per land-use class so you can balance the land-use account across the whole area.

Multi-date trends

Track conversions across many captures to see where built-up creeps outward and where farmland or wetland is being lost over years.

Sensitive-class watch

Flag conversion of wetland, forest, and farmland to development automatically as soon as new imagery lands.

No-code custom models

Train a classifier for the exact land-use classes your region uses by labelling a few examples — no programming.

How it works

From dated imagery to a transition map in four steps

A no-code workflow built so planners, environmental teams, and analysts — not just data scientists — can run production-grade land-use change mapping.

STEP 01

Upload dated imagery

Bring satellite, aerial, or drone captures of the same area from two or more dates, in any common format.

STEP 02

Label your land uses

Mark a few examples of each use — cropland, forest, wetland, residential, industrial. A handful per class is enough.

STEP 03

Let the AI compare

FlyPix classifies each date, reconciles them, and maps every conversion while tallying gains and losses by class.

STEP 04

Explore & export

Review transitions on interactive maps and from-to matrices, then export georeferenced change layers to your GIS.

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

One platform for every sensor across time

Land-use change is more than flipping between true-colour pictures. FlyPix AI ingests the full range of imagery — separate crop types and vegetation with multispectral bands, see through cloud with SAR, and read built form and terrain with LiDAR — across dates 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 land-use change mapping: manual classification and overlay, specialist headcount, rigid formats, and tooling that cannot keep pace with new captures.

Transitions in seconds

Map every conversion across a full scene in seconds instead of hours of overlay and parcel-by-parcel counting — on every new capture.

A true no-code platform

Planners and analysts train and run AI models on their own imagery — no programming, no data-science team, no vendor queue.

Multi-sensor by design

Combine optical, multispectral, SAR, and LiDAR across dates and pick the right band to separate one land use from the next.

Scales to any area

Audit a single district or sweep an entire country at the cadence your land-use monitoring demands.

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 mapping

Turn multi-date imagery into a transition map.

Create an account and map your first land-use conversions in minutes — no credit card, no code. Want help scoping your land-use classes? Our geospatial team will set it up with you.

Create an account Request a demo Free to start · Set up with an expert
FAQ

Land use change software, answered

The questions planners, environmental teams, and analysts ask before switching to AI-powered land-use change mapping.

What is land use change software?
Land use change software compares classified imagery of the same area from different dates to map how land was converted from one use to another and quantify the gains and losses by class. AI-powered platforms like FlyPix AI automatically classify each date, reconcile them, and build georeferenced transition maps across satellite, aerial, and drone imagery, turning hours of manual overlay into minutes of land-use accounting.
How is land use change different from change detection or land cover classification?
Land cover classification labels what is on the ground on a single date, and general change detection flags any difference between dates. Land use change mapping is narrower and time-based: it tracks how the use of each parcel converted from one class to another between dates — such as farmland to urban or wetland to built — and tallies the gains and losses per class.
Do I need coding or GIS expertise to use FlyPix AI?
No. FlyPix AI is a no-code platform. You upload dated imagery, label a few examples of each land use, and the AI engine classifies, reconciles, and maps every conversion across your whole area automatically — no programming or deep machine-learning knowledge required.
Which land-use transitions can FlyPix AI track?
You can track any conversion your classes define — farmland to urban, forest to cropland, greenfield to built-up, wetland loss, or industrial to residential. Because you set the classes by labelling examples, the engine maps the transitions that matter for your region and reporting.
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 transition and change layers to your GIS and reporting tools.
How much time can FlyPix AI save versus manual mapping?
FlyPix AI can save up to 99.7% of analysis time. In FlyPix benchmarks, dense-scene interpretation 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 mapping land-use change on your own dated imagery, or request a guided demo to see transition mapping, gains-and-losses accounting, and custom model training applied to scenes from your region.
See the land, decoded

See how your land changed use over time.

Join 10,000+ users automating image analysis with FlyPix AI. Upload two dates and watch the AI map every land-use conversion in seconds.