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About custom dataset. about sam-hq HOT 2 OPEN

syscv avatar syscv commented on May 20, 2024 2
About custom dataset.

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Comments (2)

ymq2017 avatar ymq2017 commented on May 20, 2024

Hi, for a multi-object dataset, you could simply modify the dataloader to sample one mask each time randomly.
Or you could load all masks and use them as prompts. Then we can change the prompt input to multi-mask, multi-box, multi-points. And the multi-mask output can be used to calculate loss with input multi GT mask.
The latter requires a larger code change and would work better.

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willpat1213 avatar willpat1213 commented on May 20, 2024

Thanks for your reply!
Another question is how do I design the loss in this case?

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