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I use new env, the problem just disappered, thanks.

@Dugudaibo 很奇怪,CPU训练速度比GPU高,请问后来怎么解决的?

> I try to turn poly question into rectangles annotations.Just like this: > > x=[] > y=[] > for point in i['points']: > x.append(point['x']) > y.append(point['y']) > ll.extend([min(x),min(y)]) > ll.extend([max(x),min(y)])...

the labels of each batch is imbalanced, but the distribution of labels in one epoch is balanced

再加一层卷积池化就行吧

https://github.com/Cadene/pretrained-models.pytorch/pull/145

https://github.com/AITTSMD/MTCNN-Tensorflow/issues/92

https://github.com/AITTSMD/MTCNN-Tensorflow/issues/92

@John1231983 when closing the eyes, the landmarks is not very accurately. Maybe there is almost no eye-closing data in the dataset?