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amazon-science / siam-mot

SiamMOT: Siamese Multi-Object Tracking
Apache License 2.0
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is it possible to train siamese tracker without training faster rcnn? #16

Open chenrxi opened 3 years ago

chenrxi commented 3 years ago

is it possible to train siamese tracker without training faster rcnn?

bingshuai2019 commented 3 years ago

Technically, you can freeze the backbone, RPN as well as the detection branch so that you only train Siamese tracker alone. But as our experiments show, this will lead to lower tracking performance. What's the use cases in your situation? Why you only want to train Siamese tracker rather than the whole network?

noreenanwar commented 2 years ago

can we use another backbone other then like maskrcnn?