The weight of match_loss in QueryTrack.
Closed this issue · 2 comments
kay-Lifeng commented
Dear author:
The weight of box_head loss is 2,5,2 ,and mask_head loss is 8 in QueryInst. Can you tell me the weight of box_head,mask_head,track_head in QueryTrack? Sincere thanks ^-^
Yuxin-CV commented
Hi @kay-Lifeng, thanks for your interest in our work.
We simply set the weight of track_head
to 1
and keep other loss weights unchanged.
At least in our large QueryTrack model (w/
Swin-L backbone), we found the performance is insensitive to the weight of track_head
, but the performance of all QueryInst models are sensitive to the weight of mask_head
.
Yuxin-CV commented
I'm closing this issue but let us know if you have any further questions.