Collection of interactive notebooks for the OPERA Products

The Clay Foundation Model (in development)

Code for: "A Generalised Signature Method for Time Series"

Repo for testing foundation models

This repository contains the code for the paper "An unexpectedly large count of trees in the western Sahara and Sahel".

This repository contains examples of fine-tuning Harmonized Landsat and Sentinel-2 (HLS) Prithvi foundation model.

Sentinel-2 L1C and L2A Imagery with Fewer Clouds

Continuous Degradation Detection on the Google Earth Engine

📦🐍 pywda Python package for simple access to world's protected areas

PyTorch code and models for the DINOv2 self-supervised learning method.

Earth observation tools for Meta AI Segment Anything

Sentinel Hub Cloud Detector for Sentinel-2 images in Python

Fast, flexible and easy to use probabilistic modelling in Python.

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

Nadir BRDF Adjusted Reflectance (NBAR) for Sentinel-2 in Python

Scalable and flexible workflow orchestration platform that seamlessly unifies data, ML and analytics stacks.

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

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

Airborne LiDAR data manipulation and visualisation for forestry application

Morphological snakes for image segmentation and tracking

A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.

BIOMASS Product Algorithm Laboratory

Pytorch Bayesian UNet model for segmentation and uncertainty prediction

An optimizer that trains as fast as Adam and as good as SGD.

Image segmentations of trees outside forest

seasonal-contrast is a ServiceNow Research project that was started at Element AI.

Framework for Operational Radiometric Correction for Environmental monitoring

Near Real Time monitoring of satellite image time-series