FireBench is a Python library designed for the systematic benchmarking and inter-comparison of fire models.

Python tools for pre/post processing of the atmosphere-fire coupled model Méso-NH/Blaze.

User friendly Rasterio plugin to read raster datasets.

FlipnSlide: A Python Package for for Preserving Spatial Context when Preprocessing Large Scientific Images

A ready-to-use curated list of Spectral Indices for Remote Sensing applications.

Code repository for "Parameter Efficient Self-supervised Geospatial Domain Adaptation", CVPR 2024

Reference implementation for Deep Unsupervised Learning using Nonequilibrium Thermodynamics

Estimates the size of a PyTorch model in memory

Myria3D: Aerial Lidar HD Semantic Segmentation with Deep Learning

PyTorch implementation of SatCLIP

EuroSAT: Land Use and Land Cover Classification with Sentinel-2

Transformer with Untied Positional Encoding (TUPE). Code of paper "Rethinking Positional Encoding in Language Pre-training". Improve existing models like BERT.

Official code repository for NeurIPS 2022 paper "SatMAE: Pretraining Transformers for Temporal and Multi-Spectral Satellite Imagery"

MultiMAE: Multi-modal Multi-task Masked Autoencoders, ECCV 2022

Make your models invariant to changes in scale.

PyTorch implementation of MAE https//arxiv.org/abs/2111.06377

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

Implementation and analysis of GAN and their improvements using Tensorflow 2

Pytorch implementation of Wasserstein GANs with Gradient Penalty

Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.

Adversarial Reweighted WGAN

Awesome Domain Adaptation Python Toolbox

Experiments for understanding disentanglement in VAE latent representations

code for "Isolating Sources of Disentanglement in Variational Autoencoders".