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How to train unregular box? about detrex HOT 5 OPEN

Joyako avatar Joyako commented on June 11, 2024
How to train unregular box?

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rentainhe avatar rentainhe commented on June 11, 2024

You can try to register your own data following detectron2's official documentation here: https://detectron2.readthedocs.io/en/latest/tutorials/datasets.html

Then you can try to update the data config to load your own dataset.

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Joyako avatar Joyako commented on June 11, 2024

@rentainhe thank you for your reply, does data augmentation need to be modified?

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rentainhe avatar rentainhe commented on June 11, 2024

@rentainhe thank you for your reply, does data augmentation need to be modified?

Yes, we use detectron2's default data augmentation, but it only works on the normal box, you should double-check this in detectron2's source code.

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Joyako avatar Joyako commented on June 11, 2024

@rentainhe thank you for your reply, does data augmentation need to be modified?

Yes, we use detectron2's default data augmentation, but it only works on the normal box, you should double-check this in detectron2's source code.

thanks, I got it

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rentainhe avatar rentainhe commented on June 11, 2024

@rentainhe thank you for your reply, does data augmentation need to be modified?

Yes, we use detectron2's default data augmentation, but it only works on the normal box, you should double-check this in detectron2's source code.

thanks, I got it

You're welcome, detectron2's documentation has detailed tutorial on how to register your own dataset and augmentations, it may be helpful

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