How to fix point offset direction reverse in segmentation_head?

[wutheringcoo]

I use points in bbox to predict offset form center of bbox, loss function is smothl1, most method is from segmentation_head, but i found offset direction is often reverse, How to fix this problem? vis is below:

[Abyssaledge]

Have you checked the correctness of the generated offset targets?

[wutheringcoo]

I have check offset targets visualization, gt vis is below ps: predicted offset in my model is trained in my dataset, i use your idea in my instance_head, picture above is trained 28epoch, train dataset: 25000frames

[Abyssaledge]

Do you change the model structure before segmentation_head? If you do, which part do you modify?

[wutheringcoo]

backbone use my own model structure, instance_head predicts offset from your segmentation_head