Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
---|---|---|---|---|---|---|---|---|---|---|
Model Optimization | 1,445 | 3 | 27 | 6 months ago | 30 | May 26, 2023 | 207 | apache-2.0 | Python | |
A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning. | ||||||||||
Compression | 796 | 1 | 1 | 6 months ago | 21 | October 12, 2023 | 9 | apache-2.0 | Python | |
Data compression in TensorFlow | ||||||||||
Nncf | 725 | 6 | 5 months ago | 16 | November 16, 2023 | 46 | apache-2.0 | Python | ||
Neural Network Compression Framework for enhanced OpenVINO™ inference | ||||||||||
Generative Compression | 397 | 4 years ago | 15 | mit | Python | |||||
TensorFlow Implementation of Generative Adversarial Networks for Extreme Learned Image Compression | ||||||||||
Fast Semantic Segmentation | 184 | 5 years ago | 1 | Python | ||||||
ICNet and PSPNet-50 in Tensorflow for real-time semantic segmentation | ||||||||||
Deep K Means Pytorch | 148 | 2 years ago | n,ull | Python | ||||||
[ICML 2018] "Deep k-Means: Re-Training and Parameter Sharing with Harder Cluster Assignments for Compressing Deep Convolutions" | ||||||||||
Model Compression | 74 | 7 years ago | 2 | Python | ||||||
This is my final year project of Bachelor of Engineering. Its still incomplete though. I am trying to replicate the research paper "Deep Compression" by Song Han et. al. This paper received best paper award in ICLR 2016 | ||||||||||
Tensorflow Compress | 73 | a year ago | unlicense | Jupyter Notebook | ||||||
Data compression using LSTM in TensorFlow | ||||||||||
Jpeg Defense | 65 | 6 years ago | mit | Python | ||||||
SHIELD: Fast, Practical Defense and Vaccination for Deep Learning using JPEG Compression | ||||||||||
Rlvc | 49 | 10 months ago | bsd-3-clause | Python | ||||||