lightly-ai / lightly
A python library for self-supervised learning on images.
☆3,355Updated this week
Alternatives and similar repositories for lightly:
Users that are interested in lightly are comparing it to the libraries listed below
- solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning☆1,475Updated 2 weeks ago
- VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.☆3,279Updated last year
- OpenMMLab Self-Supervised Learning Toolbox and Benchmark☆3,252Updated last year
- Machine learning metrics for distributed, scalable PyTorch applications.☆2,248Updated this week
- Toolbox of models, callbacks, and datasets for AI/ML researchers.☆1,719Updated 2 weeks ago
- The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.☆6,121Updated last week
- FFCV: Fast Forward Computer Vision (and other ML workloads!)☆2,917Updated 10 months ago
- PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO☆6,764Updated 9 months ago
- SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners☆4,245Updated last year
- Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch☆1,809Updated 9 months ago
- PyTorch implementation of SwAV https//arxiv.org/abs/2006.09882☆2,033Updated 2 years ago
- PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722☆4,956Updated 4 months ago
- A curated list of awesome self-supervised methods☆6,258Updated 9 months ago
- Official DeiT repository☆4,177Updated last year
- Model interpretability and understanding for PyTorch☆5,174Updated last week
- 🐍 Geometric Computer Vision Library for Spatial AI☆10,394Updated this week
- Collect some papers about transformer with vision. Awesome Transformer with Computer Vision (CV)☆3,481Updated 3 months ago
- Collection of common code that's shared among different research projects in FAIR computer vision team.☆2,108Updated 4 months ago
- PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations☆2,384Updated last year
- Code release for ConvNeXt model☆5,977Updated 2 years ago
- PyTorch implementation of Barlow Twins.☆978Updated 3 years ago
- Refine high-quality datasets and visual AI models☆9,392Updated this week
- Official codebase used to develop Vision Transformer, SigLIP, MLP-Mixer, LiT and more.☆2,815Updated last month
- Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)☆8,853Updated 2 months ago
- A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.☆2,560Updated 2 months ago
- PyTorch implementation of Contrastive Learning methods☆1,974Updated last year
- Implementation of LambdaNetworks, a new approach to image recognition that reaches SOTA with less compute☆1,531Updated 4 years ago
- torch-optimizer -- collection of optimizers for Pytorch☆3,103Updated last year
- [CVPR 2021] Official PyTorch implementation for Transformer Interpretability Beyond Attention Visualization, a novel method to visualize …☆1,872Updated last year
- PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)☆3,251Updated last year