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some questions about the result #24

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challow0 opened this issue Apr 5, 2022 · 5 comments
Open

some questions about the result #24

challow0 opened this issue Apr 5, 2022 · 5 comments

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@challow0
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challow0 commented Apr 5, 2022

Thanks for your great work~ I find the result in LLVIP origin paper is higher than the result in your paper. I want to know why this difference happened. I did the experiment using the yolov5 v6.0 version and found it's the result in LLVIP paper. (AP 0.527 and 0.67). Can you help me to explain this question? ^_^

  • The result in LLVIP paper (using yolov5)

image

  • The result in your paper

image

@DocF
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DocF commented Apr 5, 2022

Yes, the detection results on the single modality of the LLVIP dataset come from the LLVIP paper.
By the way, the baseline of this repository is yolov5 v5.0 version.

@yeahyeahye
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您好,我也想问一下就是为什么您论文中关于RGB和IR的结果跟LLVIP论文中的结果不一致呀,如果IR的结果都优于多光谱融合后的检测结果了,那做多光谱的意义是什么

@Hiram1026
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会不会是因为作者用的1024img_size丢了信息,LLVIP paper用的1280

@yeahyeahye
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yeahyeahye commented Apr 22, 2022 via email

@Hiram1026
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image
image
@DocF 这是我在yolov5上跑的红外单模态,为什么IR的指标都优于了融合后

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