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difference between detect and ddetect #522

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ekthaliz opened this issue Jul 1, 2024 · 5 comments
Open

difference between detect and ddetect #522

ekthaliz opened this issue Jul 1, 2024 · 5 comments

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@ekthaliz
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ekthaliz commented Jul 1, 2024

What is the difference between "detect" and "ddetect"? What does "d" mean?

@WongKinYiu
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detect decouple cls and reg, ddetect decouple cls, l, t, r, and b.

@ekthaliz
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ekthaliz commented Jul 1, 2024

detect decouple cls and reg, ddetect decouple cls, l, t, r, and b.

Thank you :)

@ekthaliz
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ekthaliz commented Jul 2, 2024

detect decouple cls and reg, ddetect decouple cls, l, t, r, and b.

Hello, I have one more question.
I think the meaning of ddetect is the use of group convolution.
It seems that the groups are convolved into four groups: left, top, right, and bottom.
What I'm curious about is, does group convolution have a greater effect than decouple in detect?
If so, how much more effective did you use it?

@WongKinYiu
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if each branch has same channel, group convolution is equivalent to branch decoupling.

@ekthaliz
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ekthaliz commented Jul 3, 2024

if each branch has same channel, group convolution is equivalent to branch decoupling.

Thank you for answer.
However, I was asking about the performance difference between the two methods.
I would like to know if ddetect decouple had better effect than ddetect decouple, such as mAP, speed, etc.
I would appreciate it if you could answer this. :)

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