caffe_toolkit

Caffe toolkit, including installing Caffe, creating various networks.

1.Automatically Install Caffe (CentOS7)

./install_Caffe_CentOS7.sh

2.Various Networks

VGG
[VGG-16] http://ethereon.github.io/netscope/#/gist/ef51dccffef6cbdd7b4452750e94fdf0
[VGG-19] http://ethereon.github.io/netscope/#/gist/9499eecb7bee2bc701ddcf4b64d58025
ResNet
[ResNet-50] http://ethereon.github.io/netscope/#/gist/ada6091c177c2e18440eb077e757afdb
[ResNet-101] http://ethereon.github.io/netscope/#/gist/d0ce7feacfdb498d1f033687c9155bf3
[ResNet-152] http://ethereon.github.io/netscope/#/gist/ea9a36af0542cab6521e37b9340b9283
ResNet-v2
[ResNet-v2-164] http://ethereon.github.io/netscope/#/gist/3a7fc9f3e9cb0a8b2e3ef4638796c6d9
ResNeXt
[ResNeXt-50] http://ethereon.github.io/netscope/#/gist/2e94631a67ad2a3a7405308db1b2c87f
[ResNeXt-101] http://ethereon.github.io/netscope/#/gist/adb2692e6811ed6ba2cbf3daae7072f9
WRN
[WRN-28-10] http://ethereon.github.io/netscope/#/gist/ec4cd13f11c02b5606397d9a5fe8753a
DenseNet
[DenseNet-121] http://ethereon.github.io/netscope/#/gist/7767198372b875deef9cc6ed7f465576

Reference

[1] David Stutz, caffe-tools, https://github.com/davidstutz/caffe-tools .
[2] Kaiming He, deep-residual-networks, https://github.com/KaimingHe/deep-residual-networks .
[3] Kaiming He, resnet-1k-layers, https://github.com/KaimingHe/resnet-1k-layers .
[4] facebookresearch, ResNeXt, https://github.com/facebookresearch/ResNeXt .
[5] Sergey Zagoruyko, wide-residual-networks, https://github.com/szagoruyko/wide-residual-networks .
[6] Zhuang Liu, DenseNetCaffe, https://github.com/liuzhuang13/DenseNetCaffe .

Contact Info

If you have any problem on this project, please contact me by sending email to [email protected].