A python library for self-supervised learning on images.
☆3,782Jul 20, 2026Updated this 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.☆3,295Mar 3, 2024Updated 2 years ago
- solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning☆1,569Jun 22, 2026Updated 3 weeks ago
- The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights --…☆37,000Updated this week
- OpenMMLab Self-Supervised Learning Toolbox and Benchmark☆3,301Jun 25, 2023Updated 3 years ago
- The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.☆6,333Aug 17, 2025Updated 11 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- 🐍 Geometric Computer Vision Library for Spatial AI☆11,282Updated this week
- FFCV: Fast Forward Computer Vision (and other ML workloads!)☆2,989Jun 16, 2024Updated 2 years ago
- PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO☆7,608Jul 3, 2024Updated 2 years ago
- Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch☆1,900Apr 27, 2026Updated 2 months ago
- Toolbox of models, callbacks, and datasets for AI/ML researchers.☆1,752Jan 20, 2026Updated 6 months ago
- Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.☆31,243Updated this week
- PyTorch implementation of Barlow Twins.☆1,017Mar 3, 2022Updated 4 years ago
- Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125☆15,319Jun 25, 2025Updated last year
- Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)☆9,554Jul 5, 2026Updated 2 weeks 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.
- Your PyTorch AI Factory - Flash enables you to easily configure and run complex AI recipes for over 15 tasks across 7 data domains☆1,724Oct 8, 2023Updated 2 years ago
- SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners☆4,505May 22, 2023Updated 3 years ago
- A data augmentations library for audio, image, text, and video.☆5,087Updated this week
- Model interpretability and understanding for PyTorch☆5,673Updated this week
- Refine high-quality datasets and visual AI models☆10,927Updated this week
- Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Py…☆25,428Jun 22, 2026Updated last month
- PyTorch implementation of SwAV https//arxiv.org/abs/2006.09882☆2,097Apr 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 …☆11,584Jan 13, 2026Updated 6 months ago
- Masked Siamese Networks for Label-Efficient Learning (https://arxiv.org/abs/2204.07141)☆463May 9, 2022Updated 4 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Official DeiT repository☆4,359Mar 15, 2024Updated 2 years ago
- Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.☆6,202Updated this week
- An open source implementation of CLIP.☆14,007Updated this week
- Supercharge Your Model Training☆5,487Apr 29, 2026Updated 2 months ago
- Machine learning metrics for distributed, scalable PyTorch applications.☆2,449Updated this week
- PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722☆5,138Feb 3, 2026Updated 5 months ago
- PyTorch code and models for the DINOv2 self-supervised learning method.☆13,133Jun 3, 2026Updated last month
- Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.☆11,664Updated this week
- PyTorch implementation of SimSiam https//arxiv.org/abs/2011.10566☆1,235Jan 26, 2023Updated 3 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- A deep learning library for video understanding research.☆3,565May 5, 2026Updated 2 months ago
- A tool for converting computer vision label formats.☆89Updated this week
- PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)☆3,442Dec 26, 2023Updated 2 years ago
- torch-optimizer -- collection of optimizers for Pytorch☆3,170Mar 22, 2024Updated 2 years ago
- An Agnostic Computer Vision Framework - Pluggable to any Training Library: Fastai, Pytorch-Lightning with more to come☆867Nov 26, 2024Updated last year
- Easily get basic insights about your ML dataset☆42Apr 22, 2026Updated 2 months ago
- A Pytorch-Lightning implementation of self-supervised algorithms☆548Apr 13, 2022Updated 4 years ago