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allow SpatialDropout for Conv layers #351

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bertsky opened this issue Jan 20, 2024 · 0 comments
Open

allow SpatialDropout for Conv layers #351

bertsky opened this issue Jan 20, 2024 · 0 comments
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enhancement New feature or request training Concerns how to achieve good model quality

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@bertsky
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bertsky commented Jan 20, 2024

The only Dropout layer available uses keras.layers.Dropout:

calamari/calamari_ocr/ocr/model/layers/dropout.py

Line 27 in 2f71b7e

self.dropout = keras.layers.Dropout(rate=self.params.rate)

However, it seems customary to use SpatialDropout1D after the convolutional layers.
@bertsky bertsky added enhancement New feature or request training Concerns how to achieve good model quality labels Oct 2, 2024
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@bertsky