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facebookresearch / adaptive_teacher

This repo provides the source code for "Cross-Domain Adaptive Teacher for Object Detection".
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The AP and APl is 0.000 when evaluation in cityscapes_foggy_val #31

Open Doris1231 opened 2 years ago

Doris1231 commented 2 years ago

Ok, the model will be evaluated two times: If you are in the stage of burn-in, you will get 0 AP for teacher. bbox (not uses):

image

bbox_student:

image

_Originally posted by @yujheli in https://github.com/facebookresearch/adaptive_teacher/issues/20#issuecomment-1179671818_

How to understant "the stage of burn-in"? It means the training epoches is not enough?

ygzhu commented 2 years ago

I think you can refer to this paper for understanding the burn-in stage! Unbiased Teacher