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Padding issue of SiamFc #32

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Morefre opened this issue Apr 12, 2022 · 1 comment
Open

Padding issue of SiamFc #32

Morefre opened this issue Apr 12, 2022 · 1 comment

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@Morefre
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Morefre commented Apr 12, 2022

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!
@Zhongdao
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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.

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@Zhongdao @Morefre