deepblacksky / Vgg_tensorflow
VGGNet implemented by tensorflow
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VGG_tensorflow
this code implement VGG16 network by this paper.
graph
Training
- load pre-trained parameters from here: https://mega.nz/#!YU1FWJrA!O1ywiCS2IiOlUCtCpI6HTJOMrneN-Qdv3ywQP5poecM
- the pre-trained parameters were trained on ImageNet DataSet, 1000 clasess.
- Remove the final FC layer and add one 10 nodes FC layer to apply for Cifar10 DataSet https://www.cs.toronto.edu/~kriz/cifar.html
first training
use the pre_trained convolution layer parameters, and train the FC layer parameters
Result
second training
Do not use the pre-trained parameter, the network train all parameters
Result
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