lightly-ai / lightly
A python library for self-supervised learning on images.
☆3,170Updated this week
Related projects ⓘ
Alternatives and complementary repositories for lightly
- VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.☆3,261Updated 8 months ago
- solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning☆1,437Updated this week
- Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch☆1,764Updated 4 months ago
- PyTorch implementation of SwAV https//arxiv.org/abs/2006.09882☆2,005Updated last year
- SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners☆4,106Updated last year
- FFCV: Fast Forward Computer Vision (and other ML workloads!)☆2,867Updated 5 months ago
- Toolbox of models, callbacks, and datasets for AI/ML researchers.☆1,695Updated 2 weeks ago
- PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO☆6,382Updated 4 months ago
- Official DeiT repository☆4,067Updated 8 months ago
- OpenMMLab Self-Supervised Learning Toolbox and Benchmark☆3,199Updated last year
- A curated list of awesome self-supervised methods☆6,175Updated 4 months ago
- Scenic: A Jax Library for Computer Vision Research and Beyond☆3,334Updated last month
- PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)☆3,122Updated 10 months ago
- The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.☆6,014Updated 2 weeks ago
- PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722☆4,799Updated last month
- Code release for ConvNeXt model