netscope of some DNN architectures

dnn-arch-netscope.md

• Netscope homepage
  http://ethereon.github.io/netscope/quickstart.html

• AlexNet
  http://ethereon.github.io/netscope/#/preset/alexnet

• CaffeNet
  http://ethereon.github.io/netscope/#/preset/caffenet

• FCN: fully convolutional network
  http://ethereon.github.io/netscope/#/preset/fcn-8s-pascal

• GoogLenet
  http://ethereon.github.io/netscope/#/preset/googlenet

• NIN (Network in Network)
  http://ethereon.github.io/netscope/#/preset/nin

• VGG16
  http://ethereon.github.io/netscope/#/preset/vgg-16

• [ResNet-50] (http://ethereon.github.io/netscope/#/gist/db945b393d40bfa26006)

• [ResNet-101] (http://ethereon.github.io/netscope/#/gist/b21e2aae116dc1ac7b50)

• [ResNet-152] (http://ethereon.github.io/netscope/#/gist/d38f3e6091952b45198b)

• SEnet (author's version)
  http://ethereon.github.io/netscope/#/gist/9b7742a9f0c5ee8c6a55f7ba6911152d

• SE RESNET 50 V1
  http://ethereon.github.io/netscope/#/gist/36a20d27cba38695b4a44632d7af608c

• MobileNet
  http://ethereon.github.io/netscope/#/gist/2883d142ae486d4237e50f392f32994e

• DenseNet

  Pretrained DenseNet Models on ImageNet

The top-1/5 accuracy rates by using single center crop (crop size: 224x224, image size: 256xN)

Network	Top-1	Top-5	Download	Architecture
DenseNet 121 (k=32)	74.91	92.19	caffemodel (30.8 MB)	netscope
DenseNet 169 (k=32)	76.09	93.14	caffemodel (54.6 MB)	netscope
DenseNet 201 (k=32)	77.31	93.64	caffemodel (77.3 MB)	netscope
DenseNet 161 (k=48)	77.64	93.79	caffemodel (110 MB)	netscope