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hub.KerasLayer is missing implementation of compute_output_shape() #596

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qlzh727 opened this issue May 19, 2020 · 1 comment
Open

hub.KerasLayer is missing implementation of compute_output_shape() #596

qlzh727 opened this issue May 19, 2020 · 1 comment

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@qlzh727
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@qlzh727 qlzh727 commented May 19, 2020

See tensorflow/tensorflow#39542 for more details.

Currently hub.KerasLayer is missing implementation of compute_output_shape(), which cause error when used with keras.layers.TimeDistributed
@qlzh727 qlzh727 mentioned this issue May 19, 2020
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@eliorc
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@eliorc eliorc commented May 24, 2020

I've opened the original issue on tensorflow/tensorflow, the consequence of this missing implementation is that if you want to apply hub.KerasLayer over time using tf.keras.layers.TimeDistributed you can't as it will cause an error.

Since hub is used a lot for feature extraction from images, it is a very common use case as when working with a sequence of images (video/gifs etc.) you'll need to extract features over time
@gowthamkpr gowthamkpr assigned gowthamkpr and unassigned gowthamkpr May 27, 2020
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@qlzh727 @eliorc @gowthamkpr
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