@ptrblck
Thank you for your reply.  And I just pass one image at a time and here is an example of the image shape:
images[0].shape
torch.Size([3, 3456, 4608])
I need to add a note: that’s only happens when I use model with cpu not cuda.
and by using cuda i got empty boxes list.