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Manga109 Yolo | ST Studio

ReadmeSep 9huggingface.co/Library-Mutsumi/manga109_yolo

--- metrics: - f1 - recall - precision pipeline_tag: object-detection library_name: dghs-imgutils datasets: - hal-utokyo/Manga109-s --- | 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](https://huggingface.co/deepghs/manga109_yolo/blob/main/v2023.12.07_l_yv11/F1_curve.png) | [confusion](https://huggingface.co/deepghs/manga109_yolo/blob/main/v2023.12.07_l_yv11/confusion_matrix_normalized.png) | `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](https://huggingface.co/deepghs/manga109_yolo/blob/main/v2023.12.07_m_yv11/F1_curve.png) | [confusion](https://huggingface.co/deepghs/manga109_yolo/blob/main/v2023.12.07_m_yv11/confusion_matrix_normalized.png) | `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](https://huggingface.co/deepghs/manga109_yolo/blob/main/v2023.12.07_s_yv11/F1_curve.png) | [confusion](https://huggingface.co/deepghs/manga109_yolo/blob/main/v2023.12.07_s_yv11/confusion_matrix_normalized.png) | `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](https://huggingface.co/deepghs/manga109_yolo/blob/main/v2023.12.07_n_yv11/F1_curve.png) | [confusion](https://huggingface.co/deepghs/manga109_yolo/blob/main/v2023.12.07_n_yv11/confusion_matrix_normalized.png) | `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](https://huggingface.co/deepghs/manga109_yolo/blob/main/v2023.12.07_x/F1_curve.png) | [confusion](https://huggingface.co/deepghs/manga109_yolo/blob/main/v2023.12.07_x/confusion_matrix_normalized.png) | `body`, `face`...

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`