lightly-ai / lightly
A python library for self-supervised learning on images.
☆2,923Updated this week
Related projects: ⓘ
- VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.☆3,249Updated 6 months ago
- FFCV: Fast Forward Computer Vision (and other ML workloads!)☆2,831Updated 3 months ago
- solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning☆1,411Updated last month
- Toolbox of models, callbacks, and datasets for AI/ML researchers.☆1,678Updated this week
- Model interpretability and understanding for PyTorch☆4,810Updated this week
- Torchmetrics - Machine learning metrics for distributed, scalable PyTorch applications.☆2,077Updated this week
- SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners☆4,049Updated last year
- Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)☆8,362Updated this week
- PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO☆6,217Updated 2 months ago
- Official DeiT repository☆4,005Updated 6 months ago
- The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.☆5,949Updated last week
- OpenMMLab Self-Supervised Learning Toolbox and Benchmark☆3,167Updated last year
- torch-optimizer -- collection of optimizers for Pytorch☆3,012Updated 5 months ago
- Code release for ConvNeXt model☆5,703Updated last year
- Pytorch Lightning code guideline for conferences☆1,228Updated 11 months ago
- Scenic: A Jax Library for Computer Vision Research and Beyond☆3,248Updated 3 weeks ago
- A curated list of awesome self-supervised methods☆6,113Updated 2 months ago
- Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch☆1,732Updated 2 months ago
- PyTorch implementation of SwAV https//arxiv.org/abs/2006.09882☆1,989Updated last year
- PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722☆4,721Updated last month
- Collection of common code that's shared among different research projects in FAIR computer vision team.☆1,981Updated last month
- PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations☆2,216Updated 6 months ago
- SAM: Sharpness-Aware Minimization (PyTorch)☆1,742Updated 6 months ago
- PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)☆3,056Updated 8 months ago
- An unofficial styleguide and best practices summary for PyTorch☆1,900Updated 2 years ago
- An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites☆4,541Updated last month
- Geometric Computer Vision Library for Spatial AI☆9,806Updated this week
- A deep learning library for video understanding research.☆3,281Updated last month
- A (PyTorch) imbalanced dataset sampler for oversampling low frequent classes and undersampling high frequent ones.☆2,251Updated 2 months ago
- View model summaries in PyTorch!☆2,499Updated last week