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How to label negative samples (without any object)? #262

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brent88310070 opened this issue Jun 18, 2024 · 1 comment
Open

How to label negative samples (without any object)? #262

brent88310070 opened this issue Jun 18, 2024 · 1 comment

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@brent88310070
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brent88310070 commented Jun 18, 2024

Hi everyone,

I have two questions about negative samples, which are defined as images without any objects.
My task involves many negative samples, and I need to determine whether the output is negative or not.

Question 1: Despite related issues before ( #38 ), I still can't figure out how DINO classifies negative samples.

Question 2: If DINO can classify negative samples, how should these samples be labeled ? Should all values be zero (e.g., label = 0, bbox = [0,0,0,0]) ?

Thanks a lot!

@RunkunL
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RunkunL commented Sep 9, 2024

I have the same problem, I wonder if you have solved it. If possible, can we discuss it?

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