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added example and tests for exporting keras models#32

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kmader wants to merge 7 commits intoriga:masterfrom
kmader:master
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added example and tests for exporting keras models#32
kmader wants to merge 7 commits intoriga:masterfrom
kmader:master

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@kmader kmader commented May 15, 2017

I added tests for simple CNN-based Keras models (#18) as well as the pretrained models which then cover the popular image classification models (ResNet, VGG, Inception), currently all of the tests pass but there is a hard coded list of UNSUPPORTED_LAYERS which are tolerated failures and show the corresponding missing operation on the tfdeploy side (#31)

Model 1: use_upsample could not be serialized unknown operation: ResizeNearestNeighbor
Model 5: use_lstm could not be serialized unknown operation: TensorArrayReadV3
Model 6: use_dropout could not be serialized unknown operation: Merge
Model 7: use_locallyconnected could not be serialized unknown operation: BatchMatMul
Model 8: use_repeatvec could not be serialized unknown operation: StridedSlice
Model 9: use_conv2dtrans could not be serialized unknown operation: Conv2DBackpropInput
Model 10: use_bn could not be serialized unknown operation: Merge

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