Stars
OpenBLAS is an optimized BLAS library based on GotoBLAS2 1.13 BSD version.
STAC Machine Learning Model (MLM) Extension to describe ML models, their training details, and inference runtime requirements.
A framework for single/multi-objective optimization with metaheuristics
SSL4EO-S12: a large-scale dataset for self-supervised learning in Earth observation
Imaging Spectrometer Optimal FITting (ISOFIT) contains a set of routines and utilities for fitting surface, atmosphere and instrument models to imaging spectrometer data.
Python application based on KLT Algorithm for Registration of Images from Observing Systems (KARIOS)
A package for image processing using the heat semigroup.
Satellite orbit visualization and pass prediction with Cesium.js
HRSID: high resolution sar images dataset for ship detection, semantic segmentation, and instance segmentation tasks.
Implementation of Segformer, Attention + MLP neural network for segmentation, in Pytorch
Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.
Pocket+ compression library based on the CCSDS 124.0-W-6 standard
Lossless compressor of multidimensional floating-point arrays
[IEEE Access 2023] ADOM: ADMM-Based Optimization Model for Stripe Noise Removal in Remote Sensing Image
Accepted by New Trends in Image Restoration and Enhancement workshop (NTIRE), in conjunction with CVPR 2024.
CVPR2023 - Activating More Pixels in Image Super-Resolution Transformer TPAMI - HAT: Hybrid Attention Transformer for Image Restoration
SwinIR: Image Restoration Using Swin Transformer (official repository)
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.
PyTorch code and models for the DINOv2 self-supervised learning method.
[Official Repo] CrossEarth: Geospatial Vision Foundation Model for Cross-Domain Generalization in Remote Sensing Semantic Segmentation
Python API to access the Copernicus Climate Data Store (CDS)
GEO-Bench: Toward Foundation Models for Earth Monitoring
End-to-end machine learning pipeline for the prediction of extreme and dangerous wildfires.
A PyTorch library and evaluation platform for end-to-end compression research
An implementation of chunked, compressed, N-dimensional arrays for Python.