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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