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---
license: mit
datasets:
- deepghs/anime_head_detection
metrics:
- f1
pipeline_tag: object-detection
tags:
- art
---
| Model | FLOPS | Params | F1 Score | Threshold | precision(B) | recall(B) | mAP50(B) | mAP50-95(B) | F1 Plot | Confusion | Labels |
|:-------------------------:|:-------:|:--------:|:----------:|:-----------:|:--------------:|:-----------:|:----------:|:-------------:|:------------------------------------------------------------------------------------------------------------:|:------------------------------------------------------------------------------------------------------------------------------------:|:--------:|
| head_detect_v1.6_s | 3.49k | 11.1M | 0.93 | 0.381 | 0.95333 | 0.90587 | 0.96241 | 0.78688 | [plot](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v1.6_s/F1_curve.png) | [confusion](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v1.6_s/confusion_matrix_normalized.png) | `head` |
| head_detect_v1.6_n | 898 | 3.01M | 0.92 | 0.38 | 0.94835 | 0.88436 | 0.95051 | 0.76766 | [plot](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v1.6_n/F1_curve.png) | [confusion](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v1.6_n/confusion_matrix_normalized.png) | `head` |
| head_detect_v1.5_s | 3.49k | 11.1M | 0.94 | 0.453 | 0.96014 | 0.92275 | 0.96829 | 0.80674 | [plot](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v1.5_s/F1_curve.png) | [confusion](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v1.5_s/confusion_matrix_normalized.png) | `head` |
| head_detect_v1.5_n | 898 | 3.01M | 0.93 | 0.396 | 0.95719 | 0.90511 | 0.9612 | 0.78841 | [plot](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v1.5_n/F1_curve.png) | [confusion](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v1.5_n/confusion_matrix_normalized.png) | `head` |
| head_detect_v1.4_s | 3.49k | 11.1M | 0.94 | 0.472 | 0.96275 | 0.91875 | 0.96812 | 0.80417 | [plot](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v1.4_s/F1_curve.png) | [confusion](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v1.4_s/confusion_matrix_normalized.png) | `head` |
| head_detect_v1.4_n | 898 | 3.01M | 0.93 | 0.396 | 0.9557 | 0.90559 | 0.96075 | 0.78689 | [plot](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v1.4_n/F1_curve.png) | [confusion](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v1.4_n/confusion_matrix_normalized.png) | `head` |
| head_detect_v1.3_s | 3.49k | 11.1M | 0.94 | 0.423 | 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` |
| head_detect_v1.3_n | 898 | 3.01M | 0.93 | 0.409 | 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` |
| head_detect_v1.2_s | 3.49k | 11.1M | 0.94 | 0.415 | 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` |
| head_detect_v1.2_n | 898 | 3.01M | 0.93 | 0.471 | 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` |
| head_detect_v1.1_s | 3.49k | 11.1M | 0.94 | 0.485 | 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` |
| head_detect_v1.0_l | 19.4k | 43.6M | 0.94 | 0.579 | 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` |
| head_detect_v1.0_x | 31.3k | 68.1M | 0.94 | 0.567 | 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` |
| head_detect_v1.0_m | 9.53k | 25.8M | 0.94 | 0.489 | 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` |
| head_detect_v1.0_s | 3.49k | 11.1M | 0.93 | 0.492 | 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` |
| head_detect_v1.0_n | 898 | 3.01M | 0.92 | 0.375 | 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` |
| head_detect_v0.5_s | 3.49k | 11.1M | 0.92 | 0.415 | 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` |
| head_detect_v0.5_n | 898 | 3.01M | 0.91 | 0.446 | 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` |
| head_detect_v0.5_s_pruned | 3.49k | 11.1M | 0.93 | 0.472 | 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` |
| head_detect_v0.5_n_pruned | 898 | 3.01M | 0.91 | 0.523 | 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` |
| head_detect_v0.5_m_pruned | 9.53k | 25.8M | 0.94 | 0.52 | 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` |
| head_detect_v0.4_s | 3.49k | 11.1M | 0.92 | 0.405 | 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` |
| head_detect_v0.4_s_fp | 3.49k | 11.1M | 0.91 | 0.445 | 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` |
| head_detect_v0.3_s | 3.49k | 11.1M | 0.91 | 0.406 | 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` |
| head_detect_v0.2_s_plus | 3.49k | 11.1M | 0.91 | 0.594 | 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` |
| head_detect_v0.2_s | 3.49k | 11.1M | 0.9 | 0.461 | 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` |
| head_detect_v0.1_s | 3.49k | 11.1M | 0.9 | 0.504 | 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` |
| head_detect_v0_n | 898 | 3.01M | 0.9 | 0.316 | 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` |
| head_detect_v0_s | 3.49k | 11.1M | N/A | N/A | N/A | N/A | N/A | N/A | N/A | N/A | `head` |
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