Roll920

AutoPruner

PyTorch Implementation of AutoPruner

Chinese_Latex

cnn-benchmarks

Benchmarks for popular CNN models

CNN_Toolbox

Here are some interesting scripts used in CNN.

CURL

PyTorch Implementation of CURL-Neural Network Pruning with Residual-Connections and Limited-Data

fb-caffe-exts

Model Converter from Torch to Caffe

fine-tune-avg-vgg16

remove fc layers, replace pool5 with 14x14 average pooling and softmax layer, then fine tune on CUB200

ThiNet

caffe model of ICCV'17 paper - ThiNet: A Filter Level Pruning Method for Deep Neural Network Compression https://arxiv.org/abs/1707.06342

ThiNet_Code

Caffe implementation of ICCV 2017 & TPAMI 2018 paper - ThiNet

vision

Datasets, Transforms and Models specific to Computer Vision

Roll920/ThiNet

caffe model of ICCV'17 paper - ThiNet: A Filter Level Pruning Method for Deep Neural Network Compression https://arxiv.org/abs/1707.06342

Roll920/ThiNet_Code

Caffe implementation of ICCV 2017 & TPAMI 2018 paper - ThiNet

Roll920/AutoPruner

PyTorch Implementation of AutoPruner

Roll920/CURL

PyTorch Implementation of CURL-Neural Network Pruning with Residual-Connections and Limited-Data

Roll920/CNN_Toolbox

Here are some interesting scripts used in CNN.

Roll920/fine-tune-avg-vgg16

remove fc layers, replace pool5 with 14x14 average pooling and softmax layer, then fine tune on CUB200

Roll920/Chinese_Latex

Roll920/cnn-benchmarks

Benchmarks for popular CNN models

Roll920/fb-caffe-exts

Model Converter from Torch to Caffe

Roll920/vision

Datasets, Transforms and Models specific to Computer Vision