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What referenced image size for small, medium and large object? #662

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aidevmin opened this issue Nov 2, 2023 · 0 comments
Open

What referenced image size for small, medium and large object? #662

aidevmin opened this issue Nov 2, 2023 · 0 comments

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@aidevmin
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aidevmin commented Nov 2, 2023

It is definition for small, medium, large objects in COCO API

[0 ** 2, 32 ** 2],     # small - objects that have area between 0 sq pixels and 32*32 (1024) sq pixels 
[32 ** 2, 96 ** 2],   # medium - objects that have area between 32*32 sq pixels and 96*96 (9216) sq pixels
[96 ** 2, 1e5 ** 2]]  #  large - objects that have area between 96*96 sq pixels and 1e5*1e5 (1e10) sq pixels

As my understanding, it is related to COCO image size. If our image has big size, so we could consider change the area range to fit out dataset. Is that right?

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