jnyborg

manifesto

The OpenTF Manifesto expresses concern over HashiCorp's switch of the Terraform license from open-source to the Business Source License (BSL) and calls for the tool's return to a truly open-source license.

minGPT

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

Iosevka

Versatile typeface for code, from code.

segmentation_models.pytorch

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

mamba

The Fast Cross-Platform Package Manager

awesome-satellite-imagery-datasets

🛰️ List of satellite image training datasets with annotations for computer vision and deep learning

stargan-v2

StarGAN v2 - Official PyTorch Implementation (CVPR 2020)

torch-cam

Class activation maps for your PyTorch models (CAM, Grad-CAM, Grad-CAM++, Smooth Grad-CAM++, Score-CAM, SS-CAM, IS-CAM, XGrad-CAM, Layer-CAM)

gruvbox-material

Gruvbox with Material Palette

dlbook_notation

LaTeX files for the Deep Learning book notation

inplace_abn

In-Place Activated BatchNorm for Memory-Optimized Training of DNNs

CMC

[ECCV 2020] "Contrastive Multiview Coding", also contains implementations for MoCo and InstDis

awesome-earthobservation-code

A curated list of awesome tools, tutorials, code, projects, links, stuff about Earth Observation, Geospatial Satellite Imagery

Ranger-Deep-Learning-Optimizer

Ranger - a synergistic optimizer using RAdam (Rectified Adam), Gradient Centralization and LookAhead in one codebase

eo-learn

Earth observation processing framework for machine learning in Python

FixMatch-pytorch

Unofficial PyTorch implementation of "FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence"

jupyterlab-vim

Vim notebook cell bindings for JupyterLab

EuroSAT

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

gradcam_plus_plus-pytorch

A Simple pytorch implementation of GradCAM and GradCAM++

MobArena

MobArena plugin for Minecraft

pytorch-psetae

PyTorch implementation of the model presented in "Satellite Image Time Series Classification with Pixel-Set Encoders and Temporal Self-Attention"

EuroCrops

The official repository for the EuroCrops dataset.

cropharvest

Open source remote sensing dataset with benchmarks

utae-paps

PyTorch implementation of U-TAE and PaPs for satellite image time series panoptic segmentation.

conv-tt-lstm

Fixed-Point-GAN

Official implementation of Fixed-Point GAN - ICCV 2019

wsss-analysis

A Comprehensive Analysis of Weakly-Supervised Semantic Segmentation in Different Image Domains (IJCV submission)

JUMBOT

Official Python3 implementation of our ICML 2021 paper "Unbalanced minibatch Optimal Transport; applications to Domain Adaptation"

eo-learn-workshop

Bridging Earth Observation data and Machine Learning in Python

timematch

A method to perform unsupervised cross-region adaptation of crop classifiers trained with satellite image time series.