deepghs/manga109_yolo

Model

16

stars

31

commits

6

repos using this model

4

linked in READMEs

Feb 5, 2025

updated

dghs-imgutils

object-detection

onnx

tensorboard

Browse cluster: YOLOv10 Object Detection Models →

README

Model	Type	FLOPS	Params	F1 Score	Threshold	precision(B)	recall(B)	mAP50(B)	mAP50-95(B)	F1 Plot	Confusion	Labels
v2023.12.07_l_yv11	yolo	87.3G	25.3M	0.92	0.373	0.93135	0.90668	0.95178	0.76254	plot	confusion	`body`, `face`, `frame`, `text`
v2023.12.07_m_yv11	yolo	68.2G	20.1M	0.92	0.385	0.93086	0.90271	0.94808	0.75655	plot	confusion	`body`, `face`, `frame`, `text`
v2023.12.07_s_yv11	yolo	21.6G	9.43M	0.9	0.383	0.92385	0.88507	0.93763	0.72903	plot	confusion	`body`, `face`, `frame`, `text`
v2023.12.07_n_yv11	yolo	6.44G	2.59M	0.88	0.361	0.90721	0.85409	0.91619	0.69051	plot	confusion	`body`, `face`, `frame`, `text`
v2023.12.07_x	yolo	258G	68.2M	0.92	0.355	0.93006	0.91027	0.95026	0.76595	plot	confusion	`body`, `face`, `frame`, `text`
v2023.12.07_l	yolo	165G	43.6M	0.92	0.387	0.93106	0.9027	0.94846	0.7599	plot	confusion	`body`, `face`, `frame`, `text`
v2023.12.07_m	yolo	79.1G	25.9M	0.91	0.376	0.93026	0.89896	0.94642	0.7526	plot	confusion	`body`, `face`, `frame`, `text`
v2023.12.07_s	yolo	28.7G	11.1M	0.9	0.379	0.92128	0.88426	0.93551	0.72422	plot	confusion	`body`, `face`, `frame`, `text`
v2023.12.07_n	yolo	8.2G	3.01M	0.88	0.366	0.90141	0.85407	0.91384	0.68565	plot	confusion	`body`, `face`, `frame`, `text`
v2021.12.30_s	yolo	28.7G	11.1M	0.9	0.374	0.92144	0.88396	0.93627	0.72851	plot	confusion	`body`, `face`, `frame`, `text`
v2021.12.30_n	yolo	8.2G	3.01M	0.88	0.355	0.90894	0.85875	0.91804	0.69184	plot	confusion	`body`, `face`, `frame`, `text`
v2021.12.30_x_yv11	yolo	195G	56.9M	0.92	0.366	0.93145	0.91217	0.95416	0.76876	plot	confusion	`body`, `face`, `frame`, `text`
v2021.12.30_l_yv11	yolo	87.3G	25.3M	0.92	0.383	0.93265	0.90913	0.9527	0.7648	plot	confusion	`body`, `face`, `frame`, `text`
v2021.12.30_m_yv11	yolo	68.2G	20.1M	0.92	0.372	0.93163	0.90535	0.95104	0.76011	plot	confusion	`body`, `face`, `frame`, `text`
v2021.12.30_n_yv11	yolo	6.44G	2.59M	0.88	0.356	0.9086	0.85731	0.91858	0.69587	plot	confusion	`body`, `face`, `frame`, `text`
v2021.12.30_s_yv11	yolo	21.6G	9.43M	0.9	0.368	0.9232	0.88748	0.93949	0.73393	plot	confusion	`body`, `face`, `frame`, `text`

Contributors

NA

31 commits

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Model

16

stars

31

commits

6

repos using this model

4

linked in READMEs

Feb 5, 2025

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object-detection

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Model	Type	FLOPS	Params	F1 Score	Threshold	precision(B)	recall(B)	mAP50(B)	mAP50-95(B)	F1 Plot	Confusion	Labels
v2023.12.07_l_yv11	yolo	87.3G	25.3M	0.92	0.373	0.93135	0.90668	0.95178	0.76254	plot	confusion	`body`, `face`, `frame`, `text`
v2023.12.07_m_yv11	yolo	68.2G	20.1M	0.92	0.385	0.93086	0.90271	0.94808	0.75655	plot	confusion	`body`, `face`, `frame`, `text`
v2023.12.07_s_yv11	yolo	21.6G	9.43M	0.9	0.383	0.92385	0.88507	0.93763	0.72903	plot	confusion	`body`, `face`, `frame`, `text`
v2023.12.07_n_yv11	yolo	6.44G	2.59M	0.88	0.361	0.90721	0.85409	0.91619	0.69051	plot	confusion	`body`, `face`, `frame`, `text`
v2023.12.07_x	yolo	258G	68.2M	0.92	0.355	0.93006	0.91027	0.95026	0.76595	plot	confusion	`body`, `face`, `frame`, `text`
v2023.12.07_l	yolo	165G	43.6M	0.92	0.387	0.93106	0.9027	0.94846	0.7599	plot	confusion	`body`, `face`, `frame`, `text`
v2023.12.07_m	yolo	79.1G	25.9M	0.91	0.376	0.93026	0.89896	0.94642	0.7526	plot	confusion	`body`, `face`, `frame`, `text`
v2023.12.07_s	yolo	28.7G	11.1M	0.9	0.379	0.92128	0.88426	0.93551	0.72422	plot	confusion	`body`, `face`, `frame`, `text`
v2023.12.07_n	yolo	8.2G	3.01M	0.88	0.366	0.90141	0.85407	0.91384	0.68565	plot	confusion	`body`, `face`, `frame`, `text`
v2021.12.30_s	yolo	28.7G	11.1M	0.9	0.374	0.92144	0.88396	0.93627	0.72851	plot	confusion	`body`, `face`, `frame`, `text`
v2021.12.30_n	yolo	8.2G	3.01M	0.88	0.355	0.90894	0.85875	0.91804	0.69184	plot	confusion	`body`, `face`, `frame`, `text`
v2021.12.30_x_yv11	yolo	195G	56.9M	0.92	0.366	0.93145	0.91217	0.95416	0.76876	plot	confusion	`body`, `face`, `frame`, `text`
v2021.12.30_l_yv11	yolo	87.3G	25.3M	0.92	0.383	0.93265	0.90913	0.9527	0.7648	plot	confusion	`body`, `face`, `frame`, `text`
v2021.12.30_m_yv11	yolo	68.2G	20.1M	0.92	0.372	0.93163	0.90535	0.95104	0.76011	plot	confusion	`body`, `face`, `frame`, `text`
v2021.12.30_n_yv11	yolo	6.44G	2.59M	0.88	0.356	0.9086	0.85731	0.91858	0.69587	plot	confusion	`body`, `face`, `frame`, `text`
v2021.12.30_s_yv11	yolo	21.6G	9.43M	0.9	0.368	0.9232	0.88748	0.93949	0.73393	plot	confusion	`body`, `face`, `frame`, `text`

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31 commits