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ERF-PSPNET implemented by tensorflow

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Dear Sir, I trained a model based on Cityscape data, but I can't predict with new data. How I do it? Please help me. Thanks,

Actually, the depth of the annotations' one_hot matrix should be num_classes.

请问,要这个尺寸shape2=[1024,2048]的目的是什么,没明白这个含义