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DigitalMediaProfessionals / tool

DV network conversion tool
Apache License 2.0
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Wrong output size is calculated from Keras Network #40

Closed YuyaKobayashi closed 5 years ago

YuyaKobayashi commented 5 years ago

I tried to convert network from Keras.

The model file DenseASPP_pretraining.h5 is available in here.

The graph image of the network outputed from Keras is network.jpg. The log of DMP tool is tool_output.txt.

The image shows that the network's output shape is [None, 64 128, 19] but the converted network's output shape is bigger.

YuyaKobayashi commented 5 years ago

output shape of Conv2D just after ZeroPadding2D seems to be wrong.

YuyaKobayashi commented 5 years ago

This is due to dilation is not parsed and not used in in/out size calculation.