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Updates to vgg
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escuccim committed May 4, 2018
1 parent 7d1b00c commit e463215
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34 changes: 16 additions & 18 deletions .idea/workspace.xml

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3 changes: 2 additions & 1 deletion vgg_16.3.py
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# whether to retrain model from scratch or use saved model
init = True
model_name = "vgg_16.3.05" + model_label + "." + str(dataset) + str(version)
model_name = "vgg_16.3.06" + model_label + "." + str(dataset) + str(version)
# vgg_19.01 - attempting to recreate vgg 19 architecture
# vgg_16.02 - went to vgg 16 architecture, reducing units in fc layers
# vgg_16.2.01 - changing first conv layers to stride 2 to get dimensions down to reasonable size
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# vgg_16.3.03 - tweaks to inputs
# vgg_16.3.04 - increased x-entropy weighting
# vgg_16.3.05 - not centering input data, just scaling it
# vgg_16.3.06 - added online data augmentation, updated training code

with graph.as_default():
training = tf.placeholder(dtype=tf.bool, name="is_training")
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