solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning
☆1,553Mar 16, 2026Updated last week
Alternatives and similar repositories for solo-learn
Users that are interested in solo-learn are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.☆3,294Mar 3, 2024Updated 2 years ago
- A python library for self-supervised learning on images.☆3,699Mar 4, 2026Updated 3 weeks ago
- OpenMMLab Self-Supervised Learning Toolbox and Benchmark☆3,297Jun 25, 2023Updated 2 years ago
- Official repository for the paper "Self-Supervised Models are Continual Learners" (CVPR 2022)☆126Sep 25, 2022Updated 3 years ago
- FFCV: Fast Forward Computer Vision (and other ML workloads!)☆2,986Jun 16, 2024Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch☆1,876Jul 15, 2024Updated last year
- Masked Siamese Networks for Label-Efficient Learning (https://arxiv.org/abs/2204.07141)☆464May 9, 2022Updated 3 years ago
- PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO☆7,485Jul 3, 2024Updated last year
- FFCV-SSL Fast Forward Computer Vision for Self-Supervised Learning.☆213Aug 1, 2023Updated 2 years ago
- PyTorch implementation of SwAV https//arxiv.org/abs/2006.09882☆2,091Apr 13, 2023Updated 2 years ago
- PyTorch implementation of Barlow Twins.☆1,002Mar 3, 2022Updated 4 years ago
- The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights --…☆36,538Mar 18, 2026Updated last week
- Whitening for Self-Supervised Representation Learning | Official repository☆136Feb 5, 2023Updated 3 years ago
- PyTorch implementation of MoCo v3 https//arxiv.org/abs/2104.02057☆1,320Nov 25, 2021Updated 4 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)☆3,418Dec 26, 2023Updated 2 years ago
- A curated list of awesome self-supervised methods☆6,374Feb 24, 2026Updated last month
- Toolbox of models, callbacks, and datasets for AI/ML researchers.☆1,753Jan 20, 2026Updated 2 months ago
- The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.☆6,311Aug 17, 2025Updated 7 months ago
- PyTorch implementation of Contrastive Learning methods☆1,995Oct 4, 2023Updated 2 years ago
- A Pytorch-Lightning implementation of self-supervised algorithms☆545Apr 13, 2022Updated 3 years ago
- PyTorch implementation of SimSiam https//arxiv.org/abs/2011.10566☆1,230Jan 26, 2023Updated 3 years ago
- SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners☆4,465May 22, 2023Updated 2 years ago
- Code to reproduce the results in the FAIR research papers "Semi-Supervised Learning of Visual Features by Non-Parametrically Predicting V…☆492Apr 28, 2023Updated 2 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆57Dec 20, 2021Updated 4 years ago
- PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722☆5,120Feb 3, 2026Updated last month
- PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations☆2,484Mar 4, 2024Updated 2 years ago
- VICRegL official code base☆233Feb 22, 2023Updated 3 years ago
- iBOT : Image BERT Pre-Training with Online Tokenizer (ICLR 2022)☆767Apr 14, 2022Updated 3 years ago
- EsViT: Efficient self-supervised Vision Transformers☆413Aug 28, 2023Updated 2 years ago
- Revisiting Contrastive Methods for Unsupervised Learning of Visual Representations. [NeurIPS 2021]☆89Oct 2, 2021Updated 4 years ago
- This is an official implementation for "SimMIM: A Simple Framework for Masked Image Modeling".☆1,030Sep 29, 2022Updated 3 years ago
- VICReg official code base☆557Jul 6, 2023Updated 2 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Official DeiT repository☆4,327Mar 15, 2024Updated 2 years ago
- Code release for SLIP Self-supervision meets Language-Image Pre-training☆787Feb 9, 2023Updated 3 years ago
- 🐍 Geometric Computer Vision Library for Spatial AI☆11,136Updated this week
- PyTorch implementation of MAE https//arxiv.org/abs/2111.06377☆8,243Jul 23, 2024Updated last year
- Official code Cross-Covariance Image Transformer (XCiT)☆674Sep 28, 2021Updated 4 years ago
- Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)☆9,438Feb 20, 2026Updated last month
- Open source code for paper "Understanding Contrastive Representation Learning through Alignment and Uniformity on the Hypersphere" ICML 2…☆460Jul 16, 2022Updated 3 years ago