| tensorflow/model-optimization |
1,445 |
|
3 |
27 |
over 2 years 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. |
| tensorflow/compression |
796 |
|
1 |
1 |
over 2 years ago |
21 |
October 12, 2023 |
9 |
apache-2.0 |
Python |
| Data compression in TensorFlow |
| openvinotoolkit/nncf |
725 |
|
0 |
6 |
about 2 years ago |
16 |
November 16, 2023 |
46 |
apache-2.0 |
Python |
| Neural Network Compression Framework for enhanced OpenVINO™ inference |
| Justin-Tan/generative-compression |
397 |
|
0 |
0 |
over 5 years ago |
0 |
|
15 |
mit |
Python |
| TensorFlow Implementation of Generative Adversarial Networks for Extreme Learned Image Compression |
| oandrienko/fast-semantic-segmentation |
184 |
|
0 |
0 |
over 6 years ago |
0 |
|
1 |
|
Python |
| ICNet and PSPNet-50 in Tensorflow for real-time semantic segmentation |
| VITA-Group/Deep-K-Means-pytorch |
148 |
|
0 |
0 |
over 4 years ago |
0 |
|
|
|
Python |
| [ICML 2018] "Deep k-Means: Re-Training and Parameter Sharing with Harder Cluster Assignments for Compressing Deep Convolutions" |
| hiteshvaidya/Model-Compression |
74 |
|
0 |
0 |
over 8 years ago |
0 |
|
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 |
| byronknoll/tensorflow-compress |
73 |
|
0 |
0 |
about 3 years ago |
0 |
|
0 |
unlicense |
Jupyter Notebook |
| Data compression using LSTM in TensorFlow |
| poloclub/jpeg-defense |
65 |
|
0 |
0 |
over 7 years ago |
0 |
|
0 |
mit |
Python |
| SHIELD: Fast, Practical Defense and Vaccination for Deep Learning using JPEG Compression |
| RenYang-home/RLVC |
49 |
|
0 |
0 |
over 2 years ago |
0 |
|
0 |
bsd-3-clause |
Python |
