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dataset_predict: add shape_water_desired

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Starbeamrainbowlabs 2022-10-24 18:05:13 +01:00
parent 587c1dfafa
commit a8b101bdae
Signed by: sbrl
GPG key ID: 1BE5172E637709C2
1 changed files with 3 additions and 2 deletions
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5
aimodel/src/lib/dataset/dataset_segmenter.py
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@ -89,7 +89,7 @@ def dataset_segmenter(dirpath_input, batch_size=64, train_percentage=0.8, parall
return dataset_train, dataset_validate #, filepaths return dataset_train, dataset_validate #, filepaths
def dataset_predict(dirpath_input, parallel_reads_multiplier=1.5, prefetch=True, water_threshold=0.1): def dataset_predict(dirpath_input, parallel_reads_multiplier=0, prefetch=True, water_threshold=0.1, shape_water_desired=[100,100]):
"""Creates a tf.data.Dataset() for prediction using the image segmentation head model. """Creates a tf.data.Dataset() for prediction using the image segmentation head model.
Note that this WILL MANGLE THE ORDERING if you set parallel_reads_multiplier to anything other than 0!! Note that this WILL MANGLE THE ORDERING if you set parallel_reads_multiplier to anything other than 0!!
@ -111,7 +111,8 @@ def dataset_predict(dirpath_input, parallel_reads_multiplier=1.5, prefetch=True,
batch_size=None, batch_size=None,
prefetch=prefetch, prefetch=prefetch,
shuffle=False, #even with shuffle=False we're not gonna get them all in the same order since we're reading in parallel shuffle=False, #even with shuffle=False we're not gonna get them all in the same order since we're reading in parallel
water_threshold=water_threshold water_threshold=water_threshold,
shape_water_desired=shape_water_desired
) )
if __name__ == "__main__": if __name__ == "__main__":