Comments (3)
Ok I refactored my generator after looking at your for voc2011:
img_input = img_to_array(load_img(path_input))
img_target = img_to_array(load_img(path_target))
batch_input = np.zeros((1,) + (250, 250, 3), dtype=K.floatx())
batch_target = np.zeros((1,) + (250, 250, 3), dtype=K.floatx())
batch_input[0] = img_input
batch_target[0] = img_target
yield (batch_input, batch_target)
And that did the trick.
Also, question for my own ignorance:
https://github.com/JihongJu/keras-fcn/blob/master/keras_fcn/models.py#L61
https://github.com/JihongJu/keras-fcn/blob/master/keras_fcn/models.py#L98
On those 2 lines the classes are hard coded against 21
instead of taking the classes
value from the passed in args. Is that intentional? I know there are default 21 classes, but in the case where you are doing something custom, wouldn't it make sense to allow that to be configured?
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Hi @aventurella , thank you for the suggestion! Those two places indeed should be classes passed from the argument instead of hard coded 21.
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It is now fixed. Thank you! @aventurella
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Related Issues (20)
- ValueError: Unknown layer: BilinearUpSampling2D HOT 5
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