Autokeras: ImageClassifier3D

Created on 14 Aug 2018  路  4Comments  路  Source: keras-team/autokeras

Feature Description

Your library can do 3D convolutional auto keras.

Reason

Input images are 3D images, such as 3D CT scan images.

Solution

If you add this feature, it will benefit many people.

Alternative Solutions

Benchmark Datasets

3D-MINST

Additional Context

picture xuzhang5788
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All 4 comments

It could also be interesting to explore separable convolution. See https://github.com/tensorflow/hub/issues/49.

bhack picture bhack on 19 Aug 2018
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@bhack Thanks! Very good suggestion.

haifeng-jin picture haifeng-jin on 20 Aug 2018
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Check also https://arxiv.org/abs/1807.11195

bhack picture bhack on 20 Aug 2018
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And https://arxiv.org/abs/1807.11473

bhack picture bhack on 20 Aug 2018
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