Awesome Parameter Efficient Transfer Learning
A collection of parameter-efficient transfer learning papers focusing on computer vision and multimodal domains.
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Autogluon | 7,205 |  | 14 | a month ago | 1,168 | December 10, 2023 | 299 | apache-2.0 | Python | |
| Fast and Accurate ML in 3 Lines of Code | ||||||||||
| Super Gradients | 4,125 |  | 5 | 5 months ago | 38 | November 23, 2023 | 94 | apache-2.0 | Jupyter Notebook | |
| Easily train or fine-tune SOTA computer vision models with one open source training library. The home of Yolo-NAS. | ||||||||||
| Face.evolve | 3,074 | a year ago | 84 | mit | Python | |||||
| 🔥🔥High-Performance Face Recognition Library on PaddlePaddle & PyTorch🔥🔥 | ||||||||||
| Awesome Federated Learning | 1,481 | 2 years ago | 3 | |||||||
| FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai | ||||||||||
| Vlm_survey | 1,405 | 7 months ago | ||||||||
| Vision-Language Models for Vision Tasks: A Survey | ||||||||||
| Training_extensions | 1,119 |  | 1 | 3 months ago | 55 | October 31, 2023 | 54 | apache-2.0 | Python | |
| Train, Evaluate, Optimize, Deploy Computer Vision Models via OpenVINO™ | ||||||||||
| Getting Things Done With Pytorch | 873 | 3 years ago | 13 | apache-2.0 | Jupyter Notebook | |||||
| Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BERT. | ||||||||||
| Iccv 2023 Papers | 806 | 5 months ago | mit | Python | ||||||
| ICCV 2023 Papers: Discover cutting-edge research from ICCV 2023, the leading computer vision conference. Stay updated on the latest in computer vision and deep learning, with code included. ⭐ support visual intelligence development! | ||||||||||
| Awesome Multi Task Learning | 494 | 6 months ago | ||||||||
| 2023 up-to-date list of DATASETS, CODEBASES and PAPERS on Multi-Task Learning (MTL), from Machine Learning perspective. | ||||||||||
| Powerful Benchmarker | 426 | 5 months ago | 34 | September 19, 2020 | 3 | Jupyter Notebook | ||||
| A library for ML benchmarking. It's powerful. | ||||||||||
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Deep Learning
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Transfer Learning