Project Name	Stars	Packages Using This	Most Recent Commit	Total Releases	Latest Release	Open Issues	License	Language
Srec	918		2 years ago			8	mit	Python
PyTorch Implementation of "Lossless Image Compression through Super-Resolution"
Nncf	725	6	3 months ago	16	November 16, 2023	46	apache-2.0	Python
Neural Network Compression Framework for enhanced OpenVINO™ inference
Bitswap	230		a year ago			3		Python
Bit-Swap: Recursive Bits-Back Coding for Lossless Compression with Hierarchical Latent Variables
Comdefend	93		2 years ago			20		Python
The code for CVPR2019 (ComDefend: An Efficient Image Compression Model to Defend Adversarial Examples)
Jpeg Defense	65		5 years ago				mit	Python
SHIELD: Fast, Practical Defense and Vaccination for Deep Learning using JPEG Compression
Kse	36		5 years ago			4		Python
Exploiting Kernel Sparsity and Entropy for Interpretable CNN Compression
Model_compression	28		6 years ago					Python
deep learning model compression based on keras
Squeezenet	11		7 years ago	4	May 27, 2017		mit	Python
SqueezeNet in Tensorflow
Ttp Neuralnets Compression	8		6 years ago					Python
We implement an efficient mechanism for compressing large networks by {\em tensorizing\/} network layers: i.e. mapping layers on to high-order matrices, for which we introduce new tensor decomposition methods.

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Srec ⭐ 918

PyTorch Implementation of "Lossless Image Compression through Super-Resolution"

most recent commit 2 years ago

Nncf ⭐ 725

Neural Network Compression Framework for enhanced OpenVINO™ inference

dependent packages 6total releases 16most recent commit 3 months ago

Bitswap ⭐ 230

Bit-Swap: Recursive Bits-Back Coding for Lossless Compression with Hierarchical Latent Variables

most recent commit a year ago

Comdefend ⭐ 93

The code for CVPR2019 (ComDefend: An Efficient Image Compression Model to Defend Adversarial Examples)

most recent commit 2 years ago

Jpeg Defense ⭐ 65

SHIELD: Fast, Practical Defense and Vaccination for Deep Learning using JPEG Compression

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Kse ⭐ 36

Exploiting Kernel Sparsity and Entropy for Interpretable CNN Compression

most recent commit 5 years ago

Model_compression ⭐ 28

deep learning model compression based on keras

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Squeezenet ⭐ 11

SqueezeNet in Tensorflow

total releases 4most recent commit 7 years ago

Ttp Neuralnets Compression ⭐ 8

We implement an efficient mechanism for compressing large networks by {\em tensorizing\/} network layers: i.e. mapping layers on to high-order matrices, for which we introduce new tensor decomposition methods.

most recent commit 6 years ago

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