Wouter Van Gansbeke's starred repositories
latent-diffusion-segmentation
A Simple Latent Diffusion Approach for Panoptic Segmentation and Mask Inpainting [2024]
segment-anything
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.
MaskDistill
Discovering Object Masks for Unsupervised Semantic Segmentation [2022]
Revisiting-Contrastive-SSL
Revisiting Contrastive Methods for Unsupervised Learning of Visual Representations. [NeurIPS 2021]
Self-Supervised-Learning-Overview
📜 Self-Supervised Learning from Images: Up-to-date reading list.
Unsupervised-Semantic-Segmentation
Unsupervised Semantic Segmentation by Contrasting Object Mask Proposals. [ICCV 2021]
self-label
Self-labelling via simultaneous clustering and representation learning. (ICLR 2020)
Unsupervised-Classification
SCAN: Learning to Classify Images without Labels, incl. SimCLR. [ECCV 2020]
SupContrast
PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)
OpenLongTailRecognition-OLTR
Pytorch implementation for "Large-Scale Long-Tailed Recognition in an Open World" (CVPR 2019 ORAL)
lemniscate.pytorch
Unsupervised Feature Learning via Non-parametric Instance Discrimination
mmdetection
OpenMMLab Detection Toolbox and Benchmark
spreadingvectors
Open source implementation of "Spreading Vectors for Similarity Search"
WeakSupervisedSegmentationList
This repository contains lists of state-or-art weakly supervised semantic segmentation works
awesome-algorithms
A curated list of awesome places to learn and/or practice algorithms.
learningrigidity
Learning Rigidity in Dynamic Scenes with a Moving Camera for 3D Motion Field Estimation (ECCV 2018)
MonoDepth-PyTorch
Unofficial implementation of Unsupervised Monocular Depth Estimation neural network MonoDepth in PyTorch
SfmLearner-Pytorch
Pytorch version of SfmLearner from Tinghui Zhou et al.