Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | 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" |