Project Name	Stars	Most Recent Commit	Open Issues	License	Language
Hdrcnn	448	2 years ago	11	bsd-3-clause	Python
HDR image reconstruction from a single exposure using deep CNNs
Image Compression Cnn	261	2 years ago	6	mit	Python
Semantic JPEG image compression using deep convolutional neural network (CNN)
Lq Nets	230	2 years ago	5	mit	Python
LQ-Nets: Learned Quantization for Highly Accurate and Compact Deep Neural Networks
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 Quantization	116	4 years ago		other	Python
Collections of model quantization algorithms
Shiftresnet Cifar	92	5 years ago	1	apache-2.0	Python
ResNet with Shift, Depthwise, or Convolutional Operations for CIFAR-100, CIFAR-10 on PyTorch
Deepzip	91	2 years ago	1	mit	Python
NN based lossless compression
Tf2	74	4 years ago	12	apache-2.0	Python
An Open Source Deep Learning Inference Engine Based on FPGA
Imagecompression	58	2 years ago	4		Python
This is the codes for paper "Learning Convolutional Networks for Content-weighted Image Compression"
Keras_model_compression	55	5 years ago			Jupyter Notebook
Model Compression Based on Geoffery Hinton's Logit Regression Method in Keras applied to MNIST 16x compression over 0.95 percent accuracy.An Implementation of "Distilling the Knowledge in a Neural Network - Geoffery Hinton et. al"

Alternatives To Image Compression Cnn

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Hdrcnn ⭐ 448

HDR image reconstruction from a single exposure using deep CNNs

most recent commit 2 years ago

Image Compression Cnn ⭐ 261

Semantic JPEG image compression using deep convolutional neural network (CNN)

most recent commit 2 years ago

Lq Nets ⭐ 230

LQ-Nets: Learned Quantization for Highly Accurate and Compact Deep Neural Networks

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Deep K Means Pytorch ⭐ 148

[ICML 2018] "Deep k-Means: Re-Training and Parameter Sharing with Harder Cluster Assignments for Compressing Deep Convolutions"

most recent commit 2 years ago

Model Quantization ⭐ 116

Collections of model quantization algorithms

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Shiftresnet Cifar ⭐ 92

ResNet with Shift, Depthwise, or Convolutional Operations for CIFAR-100, CIFAR-10 on PyTorch

most recent commit 5 years ago

Deepzip ⭐ 91

NN based lossless compression

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Tf2 ⭐ 74

An Open Source Deep Learning Inference Engine Based on FPGA

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Imagecompression ⭐ 58

This is the codes for paper "Learning Convolutional Networks for Content-weighted Image Compression"

most recent commit 2 years ago

Keras_model_compression ⭐ 55

Model Compression Based on Geoffery Hinton's Logit Regression Method in Keras applied to MNIST 16x compression over 0.95 percent accuracy.An Implementation of "Distilling the Knowledge in a Neural Network - Geoffery Hinton et. al"

most recent commit 5 years ago

Suggest An Alternative To image-compression-cnn

Alternative Project Comparisons

Image Compression Cnn vs Hdrcnn

Image Compression Cnn vs Lq Nets

Image Compression Cnn vs Deep K Means Pytorch

Image Compression Cnn vs Model Quantization

Image Compression Cnn vs Shiftresnet Cifar

Image Compression Cnn vs Deepzip

Image Compression Cnn vs Tf2

Image Compression Cnn vs Imagecompression

Image Compression Cnn vs Keras_model_compression

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