This app integrates the Segment Anything Model (SAM) with Sentinel-2 data. The app is built using Dash Plotly and dash leaflet. It allows segmenting satellite images using the two ways provided by …

Labelling tool for Satellite Imagery

A tool for developing remote sensing datasets and models.

An active learning pipeline for identifying whales in high-resolution satellite imagery.

EarthDaily python client

Transform datasets at scale. Optimize datasets for fast AI model training.

Tool for creating interactive geospatial maps using Folium, served through a FastAPI web interface.

Semi-automatic tool for manual segmentation of multi-spectral and geo-spatial imagery.

A Python package for Remote Sensing Data Analysis

This is a lightweight web-interface for creating and sharing vector annotations over satellite/aerial imagery scenes.

A python based GUI to annotate images and save annotations as COCO style JSON format.

A Gradio component that can be used to annotate images with bounding boxes.

PyTorch implementation of image segmentation for identifying water bodies from satellite images

The Clay Foundation Model (in development)

Code for Neural Plasticity-Inspired Foundation Model for Observing the Earth Crossing Modalities

Hong, D., Zhang, B., Li, X., Li, Y., Li, C., Yao, J., Yokoya, N., Li, H., Ghamisi, P., Jia, X., Plaza, A. and Gamba, P., Benediktsson, J., Chanussot, J. (2024). SpectralGPT: Spectral remote sensing…

[ISPRS Journal of Photogrammetry and Remote Sensing] Detecting Marine Pollutants and Sea Surface Features with Deep Learning in Sentinel-2 Imagery

A time series foundation model for Earth Observation

Code and experiments for the paper, "A Change Detection Reality Check", Corley et al.

💬 minimalistic ChatBot Interface in pure python