A python library for self-supervised learning on images.
☆3,727Apr 23, 2026Updated last week
Alternatives and similar repositories for lightly
Users that are interested in lightly 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.☆3,297Mar 3, 2024Updated 2 years ago
- solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning☆1,557Apr 22, 2026Updated last week
- The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights --…☆36,713Apr 24, 2026Updated last week
- OpenMMLab Self-Supervised Learning Toolbox and Benchmark☆3,302Jun 25, 2023Updated 2 years ago
- The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.☆6,317Aug 17, 2025Updated 8 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- 🐍 Geometric Computer Vision Library for Spatial AI☆11,187Updated this week
- FFCV: Fast Forward Computer Vision (and other ML workloads!)☆2,990Jun 16, 2024Updated last year
- PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO☆7,533Jul 3, 2024Updated last year
- Toolbox of models, callbacks, and datasets for AI/ML researchers.☆1,751Jan 20, 2026Updated 3 months ago
- Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch☆1,880Updated this week
- Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.☆31,079Apr 23, 2026Updated last week
- A curated list of awesome self-supervised methods☆6,383Feb 24, 2026Updated 2 months ago
- PyTorch implementation of Barlow Twins.☆1,007Mar 3, 2022Updated 4 years ago
- Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125☆15,289Jun 25, 2025Updated 10 months ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)☆9,468Apr 19, 2026Updated last week
- Your PyTorch AI Factory - Flash enables you to easily configure and run complex AI recipes for over 15 tasks across 7 data domains☆1,729Oct 8, 2023Updated 2 years ago
- SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners☆4,486May 22, 2023Updated 2 years ago
- A data augmentations library for audio, image, text, and video.☆5,077Apr 23, 2026Updated last week
- Refine high-quality datasets and visual AI models☆10,627Updated this week
- Model interpretability and understanding for PyTorch☆5,614Apr 24, 2026Updated last week
- Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Py…☆25,122Apr 18, 2026Updated 2 weeks ago
- PyTorch implementation of SwAV https//arxiv.org/abs/2006.09882☆2,091Apr 13, 2023Updated 3 years ago
- Cleanlab's open-source library is the standard data-centric AI package for data quality and machine learning with messy, real-world data …☆11,448Jan 13, 2026Updated 3 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Masked Siamese Networks for Label-Efficient Learning (https://arxiv.org/abs/2204.07141)☆463May 9, 2022Updated 3 years ago
- Official DeiT repository☆4,341Mar 15, 2024Updated 2 years ago
- Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.☆6,100Apr 24, 2026Updated last week
- An open source implementation of CLIP.☆13,754Updated this week
- Machine learning metrics for distributed, scalable PyTorch applications.☆2,433Apr 21, 2026Updated last week
- PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722☆5,130Feb 3, 2026Updated 2 months ago
- Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.☆11,508Apr 17, 2026Updated 2 weeks ago
- PyTorch implementation of SimSiam https//arxiv.org/abs/2011.10566☆1,229Jan 26, 2023Updated 3 years ago
- A tool for converting computer vision label formats.☆87Apr 21, 2026Updated last week
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- A deep learning library for video understanding research.☆3,557Updated this week
- PyTorch code and models for the DINOv2 self-supervised learning method.☆12,776Apr 8, 2026Updated 3 weeks ago
- PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)☆3,437Dec 26, 2023Updated 2 years ago
- torch-optimizer -- collection of optimizers for Pytorch☆3,168Mar 22, 2024Updated 2 years ago
- Easily get basic insights about your ML dataset☆42Apr 22, 2026Updated last week
- An Agnostic Computer Vision Framework - Pluggable to any Training Library: Fastai, Pytorch-Lightning with more to come☆868Nov 26, 2024Updated last year
- A Pytorch-Lightning implementation of self-supervised algorithms☆547Apr 13, 2022Updated 4 years ago