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This is what I do to make the shapes between input data and prediction equal. #280

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XiangyuWu opened this issue Aug 20, 2019 · 0 comments

XiangyuWu commented Aug 20, 2019 •

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Since many users had suffered from the unequal shapes between input data and prediction, I tried to write down my solution here. Hope it helpful.

Make sure the data shape is power-of-two, 256, 512, etc.
Comment the lines "size -= 2 * 2 * (filter_size // 2) # valid conv" in unet.py.
Replace all "VALID" to "SAME" in "layers.py".

They work well for me to segment a 512*512 image.

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