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Sync README for deepghs/anime_head_detection, on 2024-09-24 08:03:35 UTC

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- | Model | FLOPS | Params | precision(B) | recall(B) | mAP50(B) | mAP50-95(B) | Labels |
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- |:-------------------------:|:-------:|:--------:|:--------------:|:-----------:|:----------:|:-------------:|:--------:|
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- | head_detect_v1.3_s | 3.49 k | 11.1 M | 0.95734 | 0.9257 | 0.97037 | 0.80391 | `head` |
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- | head_detect_v1.3_n | 898 | 3.01 M | 0.95254 | 0.90674 | 0.96258 | 0.7844 | `head` |
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- | head_detect_v1.2_s | 3.49 k | 11.1 M | 0.95756 | 0.9271 | 0.97097 | 0.80514 | `head` |
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- | head_detect_v1.2_n | 898 | 3.01 M | 0.96309 | 0.89766 | 0.9647 | 0.78928 | `head` |
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- | head_detect_v1.1_s | 3.49 k | 11.1 M | 0.96191 | 0.91892 | 0.97069 | 0.80182 | `head` |
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- | head_detect_v1.0_l | 19.4 k | 43.6 M | 0.95881 | 0.91532 | 0.96561 | 0.81417 | `head` |
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- | head_detect_v1.0_x | 31.3 k | 68.1 M | 0.9597 | 0.91947 | 0.96682 | 0.8154 | `head` |
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- | head_detect_v1.0_m | 9.53 k | 25.8 M | 0.95805 | 0.9196 | 0.96632 | 0.81383 | `head` |
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- | head_detect_v1.0_s | 3.49 k | 11.1 M | 0.95267 | 0.91355 | 0.96245 | 0.80371 | `head` |
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- | head_detect_v1.0_n | 898 | 3.01 M | 0.93999 | 0.9002 | 0.95509 | 0.7849 | `head` |
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- | head_detect_v0.5_s | 3.49 k | 11.1 M | 0.93908 | 0.9034 | 0.95697 | 0.77514 | `head` |
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- | head_detect_v0.5_n | 898 | 3.01 M | 0.93834 | 0.88034 | 0.94784 | 0.75251 | `head` |
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- | head_detect_v0.5_s_pruned | 3.49 k | 11.1 M | 0.95455 | 0.89865 | 0.9584 | 0.79968 | `head` |
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- | head_detect_v0.5_n_pruned | 898 | 3.01 M | 0.95254 | 0.8743 | 0.95049 | 0.7807 | `head` |
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- | head_detect_v0.5_m_pruned | 9.53 k | 25.8 M | 0.9609 | 0.91365 | 0.96501 | 0.81322 | `head` |
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- | head_detect_v0.4_s | 3.49 k | 11.1 M | 0.93314 | 0.90274 | 0.95727 | 0.77193 | `head` |
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- | head_detect_v0.4_s_fp | 3.49 k | 11.1 M | 0.93181 | 0.89113 | 0.95002 | 0.76302 | `head` |
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- | head_detect_v0.3_s | 3.49 k | 11.1 M | 0.92457 | 0.90351 | 0.95785 | 0.78912 | `head` |
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- | head_detect_v0.2_s_plus | 3.49 k | 11.1 M | 0.94239 | 0.8774 | 0.94909 | 0.77986 | `head` |
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- | head_detect_v0.2_s | 3.49 k | 11.1 M | 0.91861 | 0.8898 | 0.94765 | 0.77541 | `head` |
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- | head_detect_v0.1_s | 3.49 k | 11.1 M | 0.91576 | 0.88662 | 0.94213 | 0.7713 | `head` |
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- | head_detect_v0_n | 898 | 3.01 M | N/A | N/A | N/A | N/A | `head` |
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- | head_detect_v0_s | 3.49 k | 11.1 M | N/A | N/A | N/A | N/A | `head` |
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+ | Model | FLOPS | Params | precision(B) | recall(B) | mAP50(B) | mAP50-95(B) | F1 Plot | Confusion | Labels |
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+ |:-------------------------:|:-------:|:--------:|:--------------:|:-----------:|:----------:|:-------------:|:-------------------------------------------------------------------------------------------------------------:|:-------------------------------------------------------------------------------------------------------------------------------------:|:--------:|
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+ | head_detect_v1.3_s | 3.49k | 11.1M | 0.95734 | 0.9257 | 0.97037 | 0.80391 | ![plot](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v1.3_s/F1_curve.png) | ![confusion](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v1.3_s/confusion_matrix_normalized.png) | `head` |
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+ | head_detect_v1.3_n | 898 | 3.01M | 0.95254 | 0.90674 | 0.96258 | 0.7844 | ![plot](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v1.3_n/F1_curve.png) | ![confusion](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v1.3_n/confusion_matrix_normalized.png) | `head` |
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+ | head_detect_v1.2_s | 3.49k | 11.1M | 0.95756 | 0.9271 | 0.97097 | 0.80514 | ![plot](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v1.2_s/F1_curve.png) | ![confusion](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v1.2_s/confusion_matrix_normalized.png) | `head` |
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+ | head_detect_v1.2_n | 898 | 3.01M | 0.96309 | 0.89766 | 0.9647 | 0.78928 | ![plot](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v1.2_n/F1_curve.png) | ![confusion](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v1.2_n/confusion_matrix_normalized.png) | `head` |
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+ | head_detect_v1.1_s | 3.49k | 11.1M | 0.96191 | 0.91892 | 0.97069 | 0.80182 | ![plot](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v1.1_s/F1_curve.png) | ![confusion](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v1.1_s/confusion_matrix_normalized.png) | `head` |
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+ | head_detect_v1.0_l | 19.4k | 43.6M | 0.95881 | 0.91532 | 0.96561 | 0.81417 | ![plot](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v1.0_l/F1_curve.png) | ![confusion](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v1.0_l/confusion_matrix_normalized.png) | `head` |
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+ | head_detect_v1.0_x | 31.3k | 68.1M | 0.9597 | 0.91947 | 0.96682 | 0.8154 | ![plot](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v1.0_x/F1_curve.png) | ![confusion](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v1.0_x/confusion_matrix_normalized.png) | `head` |
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+ | head_detect_v1.0_m | 9.53k | 25.8M | 0.95805 | 0.9196 | 0.96632 | 0.81383 | ![plot](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v1.0_m/F1_curve.png) | ![confusion](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v1.0_m/confusion_matrix_normalized.png) | `head` |
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+ | head_detect_v1.0_s | 3.49k | 11.1M | 0.95267 | 0.91355 | 0.96245 | 0.80371 | ![plot](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v1.0_s/F1_curve.png) | ![confusion](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v1.0_s/confusion_matrix_normalized.png) | `head` |
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+ | head_detect_v1.0_n | 898 | 3.01M | 0.93999 | 0.9002 | 0.95509 | 0.7849 | ![plot](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v1.0_n/F1_curve.png) | ![confusion](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v1.0_n/confusion_matrix_normalized.png) | `head` |
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+ | head_detect_v0.5_s | 3.49k | 11.1M | 0.93908 | 0.9034 | 0.95697 | 0.77514 | ![plot](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v0.5_s/F1_curve.png) | ![confusion](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v0.5_s/confusion_matrix_normalized.png) | `head` |
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+ | head_detect_v0.5_n | 898 | 3.01M | 0.93834 | 0.88034 | 0.94784 | 0.75251 | ![plot](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v0.5_n/F1_curve.png) | ![confusion](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v0.5_n/confusion_matrix_normalized.png) | `head` |
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+ | head_detect_v0.5_s_pruned | 3.49k | 11.1M | 0.95455 | 0.89865 | 0.9584 | 0.79968 | ![plot](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v0.5_s_pruned/F1_curve.png) | ![confusion](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v0.5_s_pruned/confusion_matrix_normalized.png) | `head` |
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+ | head_detect_v0.5_n_pruned | 898 | 3.01M | 0.95254 | 0.8743 | 0.95049 | 0.7807 | ![plot](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v0.5_n_pruned/F1_curve.png) | ![confusion](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v0.5_n_pruned/confusion_matrix_normalized.png) | `head` |
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+ | head_detect_v0.5_m_pruned | 9.53k | 25.8M | 0.9609 | 0.91365 | 0.96501 | 0.81322 | ![plot](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v0.5_m_pruned/F1_curve.png) | ![confusion](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v0.5_m_pruned/confusion_matrix_normalized.png) | `head` |
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+ | head_detect_v0.4_s | 3.49k | 11.1M | 0.93314 | 0.90274 | 0.95727 | 0.77193 | ![plot](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v0.4_s/F1_curve.png) | ![confusion](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v0.4_s/confusion_matrix_normalized.png) | `head` |
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+ | head_detect_v0.4_s_fp | 3.49k | 11.1M | 0.93181 | 0.89113 | 0.95002 | 0.76302 | ![plot](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v0.4_s_fp/F1_curve.png) | ![confusion](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v0.4_s_fp/confusion_matrix_normalized.png) | `head` |
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+ | head_detect_v0.3_s | 3.49k | 11.1M | 0.92457 | 0.90351 | 0.95785 | 0.78912 | ![plot](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v0.3_s/F1_curve.png) | ![confusion](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v0.3_s/confusion_matrix_normalized.png) | `head` |
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+ | head_detect_v0.2_s_plus | 3.49k | 11.1M | 0.94239 | 0.8774 | 0.94909 | 0.77986 | ![plot](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v0.2_s_plus/F1_curve.png) | ![confusion](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v0.2_s_plus/confusion_matrix_normalized.png) | `head` |
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+ | head_detect_v0.2_s | 3.49k | 11.1M | 0.91861 | 0.8898 | 0.94765 | 0.77541 | ![plot](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v0.2_s/F1_curve.png) | ![confusion](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v0.2_s/confusion_matrix_normalized.png) | `head` |
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+ | head_detect_v0.1_s | 3.49k | 11.1M | 0.91576 | 0.88662 | 0.94213 | 0.7713 | ![plot](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v0.1_s/F1_curve.png) | ![confusion](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v0.1_s/confusion_matrix_normalized.png) | `head` |
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+ | head_detect_v0_n | 898 | 3.01M | N/A | N/A | N/A | N/A | ![plot](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v0_n/F1_curve.png) | ![confusion](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v0_n/confusion_matrix.png) | `head` |
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+ | head_detect_v0_s | 3.49k | 11.1M | N/A | N/A | N/A | N/A | N/A | N/A | `head` |
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