FasterRCNN----RPN cost function

This cost function has 2 characteristics:

1. Include both the classification loss value and the regression error value

2. The regression loss value is multiplied by pi*, that is, the error is only calculated for the anchor containing the target.

 

In addition, when calculating the bbox error, instead of comparing the coordinates of the four corners, tx, ty, tw, th are calculated as follows:

 

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