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How can I train on my own dataset? #21

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csnily opened this issue Sep 7, 2024 · 1 comment
Open

How can I train on my own dataset? #21

csnily opened this issue Sep 7, 2024 · 1 comment

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@csnily
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csnily commented Sep 7, 2024

Hi I want to inquiry that how I can train on a custom dataset. I want to train a tracking model using my collected animals datasets.

@HELLORPG
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HELLORPG commented Sep 8, 2024

Glad you are interested in our work.

To train the model on your custom dataset, you only need to re-write a dataset file for your custom dataset, which ensures the return format of __getitem__ is the same as ours (refer to dancetrack.py).
OR, there is an alternative way to simplify this process (but useful): to convert your dataset's annotation format into DanceTrack format, then directly use the dancetrack.py dataset file for your custom dataset.

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