This codebase is actively being developed as part of my master's thesis on Knowledge-based semantic enrichment for semantic image segmentation for the task of land cover classification.

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

PyTorch extensions for fast R&D prototyping and Kaggle farming

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (V…

A curated list of awesome Synthetic Aperture Radar (SAR) software, libraries, and resources.

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

Tools to Design or Visualize Architecture of Neural Network

Critical difference diagram with Wilcoxon-Holm post-hoc analysis.

The official repository for the EuroCrops dataset.

Radiometric Slope Correction of Sentinel-1 data on Google Earth Engine

High-level functionality for the inventory, download and pre-processing of Sentinel-1 data in the python language.

SAR2SAR: a self-supervised despeckling algorithm for SAR images - Notebook implementation usable on Google Colaboratory

DSen2-CR: A network for removing clouds from Sentinel-2 images. This repo contains the model code, written in Python/Keras, as well as links to pre-trained checkpoints and the SEN12MS-CR dataset.

Tool to convert geopandas vector data into rasterized xarray data.

A Satellite Time Series Dataset for Crop Type Identification

A repository to open rice seedling dataset.

Parallel t-SNE implementation with Python and Torch wrappers.