facebookresearch / visslLinks
VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.
☆3,292Updated last year
Alternatives and similar repositories for vissl
Users that are interested in vissl are comparing it to the libraries listed below
Sorting:
- PyTorch implementation of SwAV https//arxiv.org/abs/2006.09882☆2,080Updated 2 years ago
- solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning☆1,526Updated 2 weeks ago
- Toolbox of models, callbacks, and datasets for AI/ML researchers.☆1,747Updated 3 weeks ago
- Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch☆1,852Updated last year
- SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners☆4,391Updated 2 years ago
- Official repository for the "Big Transfer (BiT): General Visual Representation Learning" paper.☆1,536Updated last year
- Official DeiT repository☆4,275Updated last year
- OpenMMLab Self-Supervised Learning Toolbox and Benchmark☆3,289Updated 2 years ago
- PyTorch implementation of Barlow Twins.☆995Updated 3 years ago
- FFCV: Fast Forward Computer Vision (and other ML workloads!)☆2,979Updated last year
- Codebase for Image Classification Research, written in PyTorch.☆2,165Updated last year
- PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations☆2,456Updated last year
- A python library for self-supervised learning on images.☆3,599Updated last month
- Collection of common code that's shared among different research projects in FAIR computer vision team.☆2,189Updated 2 months ago
- PyTorch implementation of Contrastive Learning methods☆1,994Updated 2 years ago
- The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.☆6,244Updated 2 months ago
- PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722☆5,085Updated last month
- Implementation of LambdaNetworks, a new approach to image recognition that reaches SOTA with less compute☆1,530Updated 4 years ago
- YACS -- Yet Another Configuration System☆1,324Updated 3 years ago
- Machine learning metrics for distributed, scalable PyTorch applications.☆2,347Updated last week
- PyTorch implementation of MoCo v3 https//arxiv.org/abs/2104.02057☆1,301Updated 3 years ago
- PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)☆3,371Updated last year
- torch-optimizer -- collection of optimizers for Pytorch☆3,146Updated last year
- SAM: Sharpness-Aware Minimization (PyTorch)☆1,929Updated last year
- Code for Noisy Student Training. https://arxiv.org/abs/1911.04252☆765Updated 4 years ago
- AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty☆988Updated 5 months ago
- Implementation of Perceiver, General Perception with Iterative Attention, in Pytorch☆1,175Updated 2 years ago
- PyTorch implementation of SimSiam https//arxiv.org/abs/2011.10566☆1,213Updated 2 years ago
- Deep Clustering for Unsupervised Learning of Visual Features☆1,734Updated 4 years ago
- An end-to-end PyTorch framework for image and video classification☆1,610Updated last year