open-mmlab / mmselfsupLinks
OpenMMLab Self-Supervised Learning Toolbox and Benchmark
☆3,293Updated 2 years ago
Alternatives and similar repositories for mmselfsup
Users that are interested in mmselfsup are comparing it to the libraries listed below
Sorting:
- PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722☆5,101Updated 2 months ago
- PyTorch implementation of SwAV https//arxiv.org/abs/2006.09882☆2,086Updated 2 years ago
- Unofficial PyTorch implementation of Masked Autoencoders Are Scalable Vision Learners☆2,677Updated 2 years ago
- PyTorch implementation of MoCo v3 https//arxiv.org/abs/2104.02057☆1,306Updated 4 years ago
- Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch☆1,858Updated last year
- PyTorch implementation of SimSiam https//arxiv.org/abs/2011.10566☆1,220Updated 2 years ago
- PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations☆2,470Updated last year
- PyTorch implementation of Contrastive Learning methods☆1,996Updated 2 years ago
- Official DeiT repository☆4,296Updated last year
- SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners☆4,417Updated 2 years ago
- PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)☆3,392Updated last year
- OpenMMLab Pre-training Toolbox and Benchmark☆3,791Updated last year
- Collect some papers about transformer with vision. Awesome Transformer with Computer Vision (CV)☆3,557Updated 11 months ago
- VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.☆3,291Updated last year
- A comprehensive list of awesome contrastive self-supervised learning papers.☆1,305Updated last year
- Code release for ConvNeXt model☆6,224Updated 2 years ago
- A pytorch implementation for paper 'Exploring Simple Siamese Representation Learning'☆836Updated 3 years ago
- Class activation maps for your PyTorch models (CAM, Grad-CAM, Grad-CAM++, Smooth Grad-CAM++, Score-CAM, SS-CAM, IS-CAM, XGrad-CAM, Layer-…☆2,278Updated this week
- Pytorch reimplementation of the Vision Transformer (An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale)☆2,105Updated 3 years ago
- Recent Transformer-based CV and related works.☆1,337Updated 2 years ago
- [arXiv 2019] "Contrastive Multiview Coding", also contains implementations for MoCo and InstDis☆1,334Updated 5 years ago
- ICCV2021, Tokens-to-Token ViT: Training Vision Transformers from Scratch on ImageNet☆1,189Updated 2 years ago
- label-smooth, amsoftmax, partial-fc, focal-loss, triplet-loss, lovasz-softmax. Maybe useful☆2,258Updated last year
- This is a collection of our NAS and Vision Transformer work.☆1,811Updated last year
- solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning☆1,534Updated last week
- This is an official implementation for "SimMIM: A Simple Framework for Masked Image Modeling".☆1,013Updated 3 years ago
- A PyTorch-based library for semi-supervised learning (NeurIPS'21)☆1,367Updated 2 years ago
- Implementation of various self-attention mechanisms focused on computer vision. Ongoing repository.☆1,212Updated 4 years ago
- Deformable DETR: Deformable Transformers for End-to-End Object Detection.☆3,824Updated last year
- [ICLR 2020] Contrastive Representation Distillation (CRD), and benchmark of recent knowledge distillation methods☆2,409Updated 2 years ago