Joachim Nyborg's starred repositories
cropharvest
Open source remote sensing dataset with benchmarks
inplace_abn
In-Place Activated BatchNorm for Memory-Optimized Training of DNNs
dlbook_notation
LaTeX files for the Deep Learning book notation
gruvbox-material
Gruvbox with Material Palette
jupyterlab-vim
Vim notebook cell bindings for JupyterLab
pytorch-psetae
PyTorch implementation of the model presented in "Satellite Image Time Series Classification with Pixel-Set Encoders and Temporal Self-Attention"
gradcam_plus_plus-pytorch
A Simple pytorch implementation of GradCAM and GradCAM++
wsss-analysis
A Comprehensive Analysis of Weakly-Supervised Semantic Segmentation in Different Image Domains (IJCV submission)
FixMatch-pytorch
Unofficial PyTorch implementation of "FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence"
awesome-earthobservation-code
A curated list of awesome tools, tutorials, code, projects, links, stuff about Earth Observation, Geospatial Satellite Imagery
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)
Fixed-Point-GAN
Official implementation of Fixed-Point GAN - ICCV 2019
eo-learn-workshop
Bridging Earth Observation data and Machine Learning in Python
segmentation_models.pytorch
Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.
Ranger-Deep-Learning-Optimizer
Ranger - a synergistic optimizer using RAdam (Rectified Adam), Gradient Centralization and LookAhead in one codebase