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Padding issue of SiamFc

Open Morefre opened this issue 2 years ago • 1 comments

Hi! When evaluating the appearance models on SOT using SiamFC tracker, how does padding operation, which breaks SiamFC's fullly-convolutional property, affect the result? Thanks in advance!

Morefre avatar Apr 12 '22 22:04 Morefre

Hi @Morefre , Good question! Considering that all the off-the-shelf SSL models we tested as appearance models are trained with zero padding, we did not evaluate how much it improves by removing zero paddings. But I guess it definitely will improve results in propagation-type tasks like SOT and VOS.

Zhongdao avatar Apr 21 '22 09:04 Zhongdao