hello, i trained deformable-detr on voc2007 recently, however the performence is not so good. my setting is: epoch=150, initLR=2e-4, lr-drop at 55epoch and 110 epoch, batchsize=1node6gpus2, the results are as follows:
the ap50 is 71.6, and i think it's too low for deformable-detr. i had tried to use the weights which is trained on coco to evaluate on voc2007 testset, and i got 78.4 ap50.
and my loss curves are as follows:
it seems like the model overfits on train dataset very early.
Is there any suggestions? or is anyone got an reasonable results on voc2007?
really appreciate you guys!
hello, i trained deformable-detr on voc2007 recently, however the performence is not so good. my setting is: epoch=150, initLR=2e-4, lr-drop at 55epoch and 110 epoch, batchsize=1node6gpus2, the results are as follows:
and my loss curves are as follows:
it seems like the model overfits on train dataset very early.
Is there any suggestions? or is anyone got an reasonable results on voc2007?
really appreciate you guys!