lightly-ai / lightlyLinks
A python library for self-supervised learning on images.
☆3,647Updated 2 months ago
Alternatives and similar repositories for lightly
Users that are interested in lightly are comparing it to the libraries listed below
Sorting:
- VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.☆3,291Updated last year
- solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning☆1,534Updated last week
- FFCV: Fast Forward Computer Vision (and other ML workloads!)☆2,986Updated last year
- Toolbox of models, callbacks, and datasets for AI/ML researchers.☆1,753Updated 2 weeks ago
- The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.☆6,282Updated 4 months ago
- OpenMMLab Self-Supervised Learning Toolbox and Benchmark☆3,296Updated 2 years ago
- Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch☆1,859Updated last year
- PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO☆7,358Updated last year
- Machine learning metrics for distributed, scalable PyTorch applications.☆2,377Updated this week
- Model interpretability and understanding for PyTorch☆5,485Updated 2 weeks ago
- SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners☆4,421Updated 2 years ago
- Official DeiT repository☆4,302Updated last year
- PyTorch implementation of SwAV https//arxiv.org/abs/2006.09882☆2,086Updated 2 years ago
- 🐍 Geometric Computer Vision Library for Spatial AI☆10,919Updated last week
- PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations☆2,470Updated last year
- PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)☆3,393Updated last year
- PyTorch implementation of Barlow Twins.☆1,004Updated 3 years ago
- Avalanche: an End-to-End Library for Continual Learning based on PyTorch.☆1,998Updated 9 months ago
- The WeightWatcher tool for predicting the accuracy of Deep Neural Networks☆1,697Updated last week
- Pytorch Lightning code guideline for conferences☆1,280Updated 2 years ago
- Official repository for the "Big Transfer (BiT): General Visual Representation Learning" paper.☆1,536Updated last year
- torch-optimizer -- collection of optimizers for Pytorch☆3,158Updated last year
- A curated list of awesome self-supervised methods☆6,354Updated last year
- PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722☆5,103Updated 2 months ago
- Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)☆9,322Updated 3 weeks ago
- A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.☆2,922Updated 6 months ago
- An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites☆4,979Updated last year
- Collection of common code that's shared among different research projects in FAIR computer vision team.☆2,203Updated 3 months ago
- A coding-free framework built on PyTorch for reproducible deep learning studies. PyTorch Ecosystem. 🏆26 knowledge distillation methods p…☆1,574Updated last month
- PyTorch implementation of Contrastive Learning methods☆1,996Updated 2 years ago