NVIDIA
Explore
Models
Blueprints
GPUs
Docs
⌘KCtrl+K
Terms of Use
Privacy Policy
Your Privacy Choices
Contact

Copyright © 2026 NVIDIA Corporation

nvidia

visual-changenet

Free Endpoint

Visual Changenet detects pixel-level change maps between two images and outputs a semantic change segmentation mask

Image SegmentationNVIDIA NIMTAO Toolkitcomputer visioncvimagevideovlm
Get API Key
API ReferenceAPI Reference
Accelerated by DGX Cloud

Input

This demo identifies pixel level changes in two images, reference and test, taken at different point in time. It uses the VisualChangeNet model trained on land satellite imagery dataset to identify changes in land over time. This is a semantic segmentation model that identifies 10 different types of changes in landscape.
Drop image hereJPG, JPEG, PNG
image.png
jpg, jpeg, png
Drop image hereJPG, JPEG, PNG
image.png
jpg, jpeg, png
Using free API for development

GOVERNING TERMS: GOVERNING TERMS: Your use of this API is governed by the NVIDIA API Trial Service Terms of Use; and the use of this model is governed by the NVIDIA AI Foundation Models Community License.

Output

Output image for Visual Changenet
Legend

Farmland to desert

Building to desert

Water to desert

Farmland to building

Desert to building

Desert to farmland

Building to farmland

Water to farmland

Desert to water