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full-form of "c" and "e" in yolov9 models #113

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0xSynapse opened this issue Feb 28, 2024 · 7 comments
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full-form of "c" and "e" in yolov9 models #113

0xSynapse opened this issue Feb 28, 2024 · 7 comments

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@0xSynapse
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We can understand that this yolov9 models are sorted according to the param-count and performance.

But what do you mean by c and e in yolov9-c and yolov9-e model names?

@ashish-roopan
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They have not mentioned that in the paper. I would be nice to know that.

@WongKinYiu
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c and e indicate compact and extended models, which are mentioned in Table 3 and Section 5.2, respectively.

@JohnMBrandt
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JohnMBrandt commented Feb 28, 2024

Adding onto this, it doesn't seem that the # params matches the paper. Torch tells me that yolov9-c has 51043480 parameters and yolov9-e has 69437144 parameters -- Nevermind, I see this is due to the aux branch

@WongKinYiu
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Aux branch has additional parameters and can be removed at inference stage.
We provide re-parameterization script to get the converted model for inference.
You could download yolov9-c-converted.pt to see real #params and FLOPs.

@0xSynapse
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0xSynapse commented Feb 29, 2024

Thank you @WongKinYiu,
I have published a blog explaining YOLOv9 for OpenCV at LearnOpenCV's official site.
You can give it a read YOLOv9: Advancing the YOLO Legacy
--- If you agree, we can add this to the YOLOv9 readme file.

@WongKinYiu
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Added to readme.

@0xSynapse
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0xSynapse commented Mar 1, 2024

@WongKinYiu I just added a PR with an updated button for the blog, as it's difficult for viewers to find.

I hope you will see it.

Thank you.

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4 participants