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Can I train only tracker? #126

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YOOHYOJEONG opened this issue Oct 25, 2022 · 2 comments
Open

Can I train only tracker? #126

YOOHYOJEONG opened this issue Oct 25, 2022 · 2 comments

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@YOOHYOJEONG
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Hi.

I trained the detector using mmcv.
And, I want to use the detector checkpoint trained using mmcv for the detector of qdtrack without any additional detector learning.
In this case, Can I train only tracker of qdtrack?

If I enter trained checkpoint using mmcv in init_cfg=dict(checkpoint='') in detecotr, is it the same as training only the tracker I mentioned?

Thank you.

@OceanPang
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Hi, you can train the model in this way, which means load a pre-trained detector but freeze the parameters and only train the tracker.

But in our experiments, joint training would give a higher performance. Anyways you can try this experiment by yourself.

@YOOHYOJEONG
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Thank you for your apply.

How to freeze the parametesrs? Where can I see the way? Can you check it in the qdtrack code?
It's basic, but I'd appreciate it if you let me know.

Thank you.

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