Can we use it? if image has multiple masks of same class#44

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adeebakausar wants to merge 19 commits intoimatge-upc:masterfrom

saeedizadi:master

Commits on Mar 16, 2017

my changes to the original repo
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.gitignore now works
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dummy change
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Commits on Mar 17, 2017

adds validation loss and accuracy while training
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adds plots for train and loss
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fixes plot and adds cross_val function
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cross validation for hyper-parameters works
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Commits on Mar 18, 2017

cross validation works well
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Commits on Mar 19, 2017

plots and saves loss and accuracy figures while training
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cleans README.md
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Commits on Mar 21, 2017

replaces binary with jaccard acc
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Commits on Mar 22, 2017

computes trains loss/acc for a subset of training set
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Commits on Mar 24, 2017

chnages disciminator configuration
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adds cross_val fro gan
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Commits on Apr 1, 2017

adds vgg16 with upsampling decoder
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bilinear interpolation works but nan loss
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Commits on Apr 4, 2017

saves npy for prediction to ease the evaluation
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Commits on Apr 8, 2017

jaccard works well for bce and salgan
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Commits on Apr 11, 2017

corrects prediction and adds evaluation metrics
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