lightly
Image self-supervised learner
A Python library for self-supervised learning on images using contrastive learning and deep learning techniques.
A python library for self-supervised learning on images.
3k stars
29 watching
286 forks
Language: Python
last commit: 2 months ago
Linked from 4 awesome lists
computer-visioncontrastive-learningcontributions-welcomedeep-learningembeddingshacktoberfestmachine-learningpytorchself-supervised-learning
josephmisiti/awesome-machine-learning
christoschristofidis/awesome-deep-learning
ethicalml/awesome-production-machine-learning
bharathgs/awesome-pytorch-listRelated projects:
| Repository | Description | Stars |
|---|---|---|
 qubvel-org/segmentation_models.pytorch | A comprehensive library for training and applying deep learning models for image segmentation | 9,829 |
 trekhleb/homemade-machine-learning | Practices implementing popular machine learning algorithms from scratch to gain a deeper understanding of their mathematics | 23,191 |
 junyanz/interactive-deep-colorization | A system for automatically colorizing black and white images with user interactions. | 2,701 |
 pycaret/pycaret | An automation tool for machine learning workflows in Python | 9,026 |
 thu-ml/tianshou | A high-performance reinforcement learning library with modular interfaces and user-friendly APIs for building deep learning agents. | 8,069 |
 jacobgil/pytorch-grad-cam | A package providing advanced explainability methods for deep learning models in computer vision | 10,781 |
 lightning-ai/pytorch-lightning | A framework for building and training AI models on multiple GPUs or TPUs with minimal code changes. | 28,636 |
 autodistill/autodistill | Automatically trains models from large foundation models to perform specific tasks with minimal human intervention. | 2,022 |
 facebookresearch/dinov2 | A PyTorch implementation of a self-supervised learning method for learning robust visual features without supervision. | 9,425 |
 ludwig-ai/ludwig | A low-code framework for building custom deep learning models and neural networks | 11,236 |
 skalskip/make-sense | An online tool for labeling photos using computer vision and deep learning techniques | 3,195 |
 keras-team/autokeras | An open-source AutoML system for deep learning based on Keras. | 9,172 |
 aleju/imgaug | Tools for manipulating and enhancing images in machine learning applications | 14,458 |
 kaiyangzhou/dassl.pytorch | A PyTorch toolbox for supporting research and development of domain adaptation, generalization, and semi-supervised learning methods in computer vision. | 1,236 |
 donnyyou/torchcv | A comprehensive PyTorch-based framework for computer vision tasks | 2,249 |