Megvii-BaseDetection / DenseTeacher

DenseTeacher: Dense Pseudo-Label for Semi-supervised Object Detection
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how can you know a anchor/sample is negative or positive? #2

Closed chenslcool closed 2 years ago

chenslcool commented 2 years ago

I your paper 4.4, you propose three method dealing with "Hard Negative Samples". however, ther's no gt box label in ssod, how can you determine a sample is negative or not?

ZRandomize commented 2 years ago

Please kindly check the footprint:

Since the “unlabeled images” under the COCO-Standard setting actually come with annotations, we can perform label assignments on images using these annotations. The difference between our division (k = 1) and the assigned foreground is defined as hard negatives

chenslcool commented 2 years ago

I got you. Thanks.