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manga109_yolo

Object Detection
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dghs-imgutils
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Sync README for deepghs/manga109_yolo, on 2024-12-16 06:45:25 UTC

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@@ -9,6 +9,8 @@ library_name: dghs-imgutils
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  | Model | Type | FLOPS | Params | F1 Score | Threshold | precision(B) | recall(B) | mAP50(B) | mAP50-95(B) | F1 Plot | Confusion | Labels |
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  |:------------------:|:------:|:-------:|:--------:|:----------:|:-----------:|:--------------:|:-----------:|:----------:|:-------------:|:----------------------------------------------------------------------------------------------:|:----------------------------------------------------------------------------------------------------------------------:|:-------------------------------:|
 
 
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  | v2021.12.30_x_yv11 | yolo | 195G | 56.9M | 0.92 | 0.366 | 0.93145 | 0.91217 | 0.95416 | 0.76876 | [plot](https://huggingface.co/deepghs/manga109_yolo/blob/main/v2021.12.30_x_yv11/F1_curve.png) | [confusion](https://huggingface.co/deepghs/manga109_yolo/blob/main/v2021.12.30_x_yv11/confusion_matrix_normalized.png) | `body`, `face`, `frame`, `text` |
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  | v2021.12.30_l_yv11 | yolo | 87.3G | 25.3M | 0.92 | 0.383 | 0.93265 | 0.90913 | 0.9527 | 0.7648 | [plot](https://huggingface.co/deepghs/manga109_yolo/blob/main/v2021.12.30_l_yv11/F1_curve.png) | [confusion](https://huggingface.co/deepghs/manga109_yolo/blob/main/v2021.12.30_l_yv11/confusion_matrix_normalized.png) | `body`, `face`, `frame`, `text` |
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  | v2021.12.30_m_yv11 | yolo | 68.2G | 20.1M | 0.92 | 0.372 | 0.93163 | 0.90535 | 0.95104 | 0.76011 | [plot](https://huggingface.co/deepghs/manga109_yolo/blob/main/v2021.12.30_m_yv11/F1_curve.png) | [confusion](https://huggingface.co/deepghs/manga109_yolo/blob/main/v2021.12.30_m_yv11/confusion_matrix_normalized.png) | `body`, `face`, `frame`, `text` |
 
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  | Model | Type | FLOPS | Params | F1 Score | Threshold | precision(B) | recall(B) | mAP50(B) | mAP50-95(B) | F1 Plot | Confusion | Labels |
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  |:------------------:|:------:|:-------:|:--------:|:----------:|:-----------:|:--------------:|:-----------:|:----------:|:-------------:|:----------------------------------------------------------------------------------------------:|:----------------------------------------------------------------------------------------------------------------------:|:-------------------------------:|
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+ | v2021.12.30_s | yolo | 28.7G | 11.1M | 0.9 | 0.374 | 0.92144 | 0.88396 | 0.93627 | 0.72851 | [plot](https://huggingface.co/deepghs/manga109_yolo/blob/main/v2021.12.30_s/F1_curve.png) | [confusion](https://huggingface.co/deepghs/manga109_yolo/blob/main/v2021.12.30_s/confusion_matrix_normalized.png) | `body`, `face`, `frame`, `text` |
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+ | v2021.12.30_n | yolo | 8.2G | 3.01M | 0.88 | 0.355 | 0.90894 | 0.85875 | 0.91804 | 0.69184 | [plot](https://huggingface.co/deepghs/manga109_yolo/blob/main/v2021.12.30_n/F1_curve.png) | [confusion](https://huggingface.co/deepghs/manga109_yolo/blob/main/v2021.12.30_n/confusion_matrix_normalized.png) | `body`, `face`, `frame`, `text` |
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  | v2021.12.30_x_yv11 | yolo | 195G | 56.9M | 0.92 | 0.366 | 0.93145 | 0.91217 | 0.95416 | 0.76876 | [plot](https://huggingface.co/deepghs/manga109_yolo/blob/main/v2021.12.30_x_yv11/F1_curve.png) | [confusion](https://huggingface.co/deepghs/manga109_yolo/blob/main/v2021.12.30_x_yv11/confusion_matrix_normalized.png) | `body`, `face`, `frame`, `text` |
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  | v2021.12.30_l_yv11 | yolo | 87.3G | 25.3M | 0.92 | 0.383 | 0.93265 | 0.90913 | 0.9527 | 0.7648 | [plot](https://huggingface.co/deepghs/manga109_yolo/blob/main/v2021.12.30_l_yv11/F1_curve.png) | [confusion](https://huggingface.co/deepghs/manga109_yolo/blob/main/v2021.12.30_l_yv11/confusion_matrix_normalized.png) | `body`, `face`, `frame`, `text` |
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  | v2021.12.30_m_yv11 | yolo | 68.2G | 20.1M | 0.92 | 0.372 | 0.93163 | 0.90535 | 0.95104 | 0.76011 | [plot](https://huggingface.co/deepghs/manga109_yolo/blob/main/v2021.12.30_m_yv11/F1_curve.png) | [confusion](https://huggingface.co/deepghs/manga109_yolo/blob/main/v2021.12.30_m_yv11/confusion_matrix_normalized.png) | `body`, `face`, `frame`, `text` |