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WongKinYiu / yolov7

Implementation of paper - YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors
GNU General Public License v3.0
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I can't find the E-ELAN structure mentioned in the paper. #17

Open wangjinpeng9521 opened 2 years ago

wangjinpeng9521 commented 2 years ago

Amazing achievements! Maybe I missed something. I couldn't find the E-ELAN structure. In addition, may you share with me the first citation of the paper, that of the ELAN? Thank you very much！

My E-mail： wangjinpeng9521@hrbeu.edu.cn

Thanks again!

WongKinYiu commented 2 years ago

You could find E-ELAN in cfg/deploy/yolov7-e6e.yaml

changtimwu commented 2 years ago

I have the same question. In the references, its full title is Designing network design strategies. Nothing found in google search.

iumyx2612 commented 2 years ago

Can I have the link to the paper, I'm really curious about the idea behind ELAN

philipp-schmidt commented 2 years ago

It's literally the first sentence in the README....

wangjinpeng9521 commented 2 years ago

I may have found the E-Elan, but I still haven't found the shuffle operation mentioned in the paper. I am now more interested in the first of the bibliographies, Designing network design strategies.

iumyx2612 commented 2 years ago

Designing network design strategies.

I need the paper to ELAN, not E-ELAN in YOLOv7

WongKinYiu commented 2 years ago

ELAN paper will be released after accept at the latest.

iumyx2612 commented 2 years ago

ELAN paper will be released after accept at the latest.

Can I have a look at it, it would be too long waiting for it to get accepted. Even your YOLOv7 which based on it is available before it

WongKinYiu commented 2 years ago

We develop model-level and module-level gradient path design strategies.

image

leoluopy commented 2 years ago

Hi , @wangjinpeng9521 @WongKinYiu regards i haven't found the shuffle operation either , do anyone have the idea of shuffle operation while inference in test time .

justfitting commented 2 years ago

wangjinpeng9521

i also do not understand where is shuffle operation, do you konw now ?

wangjinpeng9521 commented 2 years ago

@justfitting I found a more complex structure than ELAN in cfg/deploy/yolov7-e6e.yaml, but I didn't understand the sliding operation, too.

nguyenthekhoig7 commented 10 months ago

Since the ELAN - Designing Network Design Strategies Through Gradient Path Analysis paper has been published since November 2022, I guess this issue should be resolved. Link to the paper(hope that this is what the OP was looking for): https://arxiv.org/abs/2211.04800

WongKinYiu commented 10 months ago

You could take a look Figure A3. https://openaccess.thecvf.com/content/CVPR2023/supplemental/Wang_YOLOv7_Trainable_Bag-of-Freebies_CVPR_2023_supplemental.pdf