Popular GitHub Repositories for Self Supervised Learning

A python library for self-supervised learning on images.

OpenMMLab Self-Supervised Learning Toolbox and Benchmark

An unsupervised learning framework for depth and ego-motion estimation from monocular videos

A library for graph deep learning research

An all-in-one toolkit for computer vision

Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch

Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).

The official repo for [NeurIPS'22] "ViTPose: Simple Vision Transformer Baselines for Human Pose Estimation" and [TPAMI'23] "ViTPose++: Vision Transformer for Generic Body Pose Estimation"

SCAN: Learning to Classify Images without Labels, incl. SimCLR. [ECCV 2020]

Code for TKDE paper "Self-supervised learning on graphs: Contrastive, generative, or predictive"

A PyTorch-based library for semi-supervised learning (NeurIPS'21)

A comprehensive list of awesome contrastive self-supervised learning papers.

OpenSTL: A Comprehensive Benchmark of Spatio-Temporal Predictive Learning

[MICCAI 2019 Young Scientist Award] [MEDIA 2020 Best Paper Award] Models Genesis

Unsupervised Feature Learning via Non-parametric Instance Discrimination

Code for ICLR 2020 paper "VL-BERT: Pre-training of Generic Visual-Linguistic Representations".

All-in-one Toolbox for Computer Vision Research.

This is an official implementation for "Self-Supervised Learning with Swin Transformers".

ICRA 2019 "Self-supervised Sparse-to-Dense: Self-supervised Depth Completion from LiDAR and Monocular Camera"

[CVPR 2023] VideoMAE V2: Scaling Video Masked Autoencoders with Dual Masking