🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch.

DiffusionFastForward: a free course and experimental framework for diffusion-based generative models

The official code repository for paper "Rethinking the Encoding of Satellite Image Time Series".

TESSERA is a foundation model that can process time-series satellite imagery for applications such as land classification and canopy height prediction. Developed at the University of Cambridge, it …

PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡

Plant phenology models in python with a scikit-learn inspired API

Datasets for deep learning with satellite & aerial imagery

EarthNet Minicuber

Reference code for the paper: Deep White-Balance Editing (CVPR 2020). Our method is a deep learning multi-task framework for white-balance editing.

DBA: Averaging for Dynamic Time Warping

(EarthVision 2025 - CVPR Workshop) Official repository of DAFA-LS, a dataset of satellite image time series for the task of archaeological looting detection.

The official repository for the EuroCrops dataset.

Satellite image time series in R

Sen4AgriNet: A Sentinel-2 multi-year, multi-country benchmark dataset for crop classification and segmentation with deep learning

A practical implementation of GradNorm, Gradient Normalization for Adaptive Loss Balancing, in Pytorch

A PyTorch Library for Multi-Task Learning

Source code for Neural Information Processing Systems (NeurIPS) 2018 paper "Multi-Task Learning as Multi-Objective Optimization"

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.

[ISPRS 23] Deforestation Detection in the Amazon with Sentinel-1 SAR Image Time Series

Official PyTorch implementation of Superpoint Transformer introduced in [ICCV'23] "Efficient 3D Semantic Segmentation with Superpoint Transformer" and SuperCluster introduced in [3DV'24 Oral] "Scal…

A python-populated Notion template to help you keep track of the papers you read 📜, their authors 👤, your notes 📝, and more 🔥

Deep Adaptive Input Normalization for Time Series Forecasting

Python implementation of Monte Carlo Singular Spectrum Analysis for univariate time series.

The WorldStrat Dataset

Wildfire Burn Severity and Emission Inventory