--- title: anime_head_detection canonical_url: "https://www.modelscope.cn/models/deepghs/anime_head_detection" md_url: "https://www.modelscope.cn/models/deepghs/anime_head_detection.md" repository: deepghs/anime_head_detection last_updated: 2024-12-04 license: mit library_name: - onnx - pytorch frameworks: - pytorch downloads: 2300 stars: 0 tags: - art --- # anime_head_detection > anime_head_detection - deepghs 在 ModelScope 开源的模型。| Model | Type | FLOPS | Params | F1 Score | Threshold | precision(B) | recall(B) | mAP50(B) | mAP50-95(B) | F1 Plot | Confusion | Labels |… deepghs/anime_head_detection 是 ModelScope 魔搭社区上的机器学习模型，采用 mit 许可。 - **Repository**: deepghs/anime_head_detection - **License**: mit - **Tags**: art - **Downloads**: 2300 - **Stars**: 0 - **Last updated**: 2024-12-04 Source: https://www.modelscope.cn/models/deepghs/anime_head_detection --- | Model | Type | FLOPS | Params | F1 Score | Threshold | precision(B) | recall(B) | mAP50(B) | mAP50-95(B) | F1 Plot | Confusion | Labels | |:-------------------------:|:------:|:-------:|:--------:|:----------:|:-----------:|:--------------:|:-----------:|:----------:|:-------------:|:------------------------------------------------------------------------------------------------------------:|:------------------------------------------------------------------------------------------------------------------------------------:|:--------:| | head_detect_v2.0_x_yv11 | yolo | 195G | 56.9M | 0.93 | 0.458 | 0.95942 | 0.90938 | 0.96853 | 0.78938 | [plot](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v2.0_x_yv11/F1_curve.png) | [confusion](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v2.0_x_yv11/confusion_matrix_normalized.png) | `head` | | head_detect_v2.0_l_yv11 | yolo | 87.3G | 25.3M | 0.93 | 0.432 | 0.95557 | 0.90905 | 0.9661 | 0.78709 | [plot](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v2.0_l_yv11/F1_curve.png) | [confusion](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v2.0_l_yv11/confusion_matrix_normalized.png) | `head` | | head_detect_v2.0_m_yv11 | yolo | 68.2G | 20.1M | 0.93 | 0.42 | 0.95383 | 0.90658 | 0.96485 | 0.78511 | [plot](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v2.0_m_yv11/F1_curve.png) | [confusion](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v2.0_m_yv11/confusion_matrix_normalized.png) | `head` | | head_detect_v2.0_s_yv11 | yolo | 21.5G | 9.43M | 0.92 | 0.383 | 0.954 | 0.89512 | 0.95789 | 0.77753 | [plot](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v2.0_s_yv11/F1_curve.png) | [confusion](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v2.0_s_yv11/confusion_matrix_normalized.png) | `head` | | head_detect_v2.0_n_yv11 | yolo | 6.44G | 2.59M | 0.91 | 0.365 | 0.94815 | 0.87169 | 0.9452 | 0.75835 | [plot](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v2.0_n_yv11/F1_curve.png) | [confusion](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v2.0_n_yv11/confusion_matrix_normalized.png) | `head` | | head_detect_v2.0_x | yolo | 227G | 61.6M | 0.93 | 0.459 | 0.95378 | 0.91123 | 0.96593 | 0.78767 | [plot](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v2.0_x/F1_curve.png) | [confusion](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v2.0_x/confusion_matrix_normalized.png) | `head` | | head_detect_v2.0_l | yolo | 146G | 39.5M | 0.93 | 0.379 | 0.95124 | 0.91264 | 0.96458 | 0.78627 | [plot](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v2.0_l/F1_curve.png) | [confusion](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v2.0_l/confusion_matrix_normalized.png) | `head` | | head_detect_v2.0_m | yolo | 79.1G | 25.9M | 0.93 | 0.397 | 0.95123 | 0.90701 | 0.96403 | 0.78342 | [plot](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v2.0_m/F1_curve.png) | [confusion](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v2.0_m/confusion_matrix_normalized.png) | `head` | | head_detect_v2.0_s | yolo | 28.6G | 11.1M | 0.92 | 0.413 | 0.95556 | 0.89197 | 0.95799 | 0.77833 | [plot](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v2.0_s/F1_curve.png) | [confusion](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v2.0_s/confusion_matrix_normalized.png) | `head` | | head_detect_v2.0_n | yolo | 8.19G | 3.01M | 0.91 | 0.368 | 0.94633 | 0.87046 | 0.94361 | 0.75764 | [plot](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v2.0_n/F1_curve.png) | [confusion](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v2.0_n/confusion_matrix_normalized.png) | `head` | | head_detect_v1.6_x_rtdetr | rtdetr | 232G | 67.3M | 0.93 | 0.559 | 0.95316 | 0.91697 | 0.96556 | 0.76682 | [plot](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v1.6_x_rtdetr/F1_curve.png) | [confusion](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v1.6_x_rtdetr/confusion_matrix_normalized.png) | `head` | | head_detect_v1.6_l_rtdetr | rtdetr | 108G | 32.8M | 0.93 | 0.53 | 0.95113 | 0.90956 | 0.96218 | 0.76201 | [plot](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v1.6_l_rtdetr/F1_curve.png) | [confusion](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v1.6_l_rtdetr/confusion_matrix_normalized.png) | `head` | | head_detect_v1.6_s_yv11 | yolo | 21.5G | 9.43M | 0.93 | 0.42 | 0.95273 | 0.90558 | 0.96327 | 0.78566 | [plot](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v1.6_s_yv11/F1_curve.png) | [confusion](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v1.6_s_yv11/confusion_matrix_normalized.png) | `head` | | head_detect_v1.6_n_yv11 | yolo | 6.44G | 2.59M | 0.92 | 0.385 | 0.95561 | 0.87798 | 0.95086 | 0.76765 | [plot](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v1.6_n_yv11/F1_curve.png) | [confusion](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v1.6_n_yv11/confusion_matrix_normalized.png) | `head` | | head_detect_v1.6_s_yv9 | yolo | 22.7G | 6.32M | 0.93 | 0.419 | 0.95464 | 0.90425 | 0.9627 | 0.78663 | [plot](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v1.6_s_yv9/F1_curve.png) | [confusion](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v1.6_s_yv9/confusion_matrix_normalized.png) | `head` | | head_detect_v1.6_t_yv9 | yolo | 6.7G | 1.77M | 0.91 | 0.332 | 0.94968 | 0.8792 | 0.95069 | 0.76789 | [plot](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v1.6_t_yv9/F1_curve.png) | [confusion](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v1.6_t_yv9/confusion_matrix_normalized.png) | `head` | | head_detect_v1.6_x | yolo | 258G | 68.2M | 0.94 | 0.448 | 0.9546 | 0.91873 | 0.96878 | 0.79502 | [plot](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v1.6_x/F1_curve.png) | [confusion](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v1.6_x/confusion_matrix_normalized.png) | `head` | | head_detect_v1.6_l | yolo | 165G | 43.6M | 0.94 | 0.458 | 0.95733 | 0.92018 | 0.96868 | 0.79428 | [plot](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v1.6_l/F1_curve.png) | [confusion](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v1.6_l/confusion_matrix_normalized.png) | `head` | | head_detect_v1.6_s_yv10 | yolo | 24.8G | 8.07M | 0.93 | 0.406 | 0.95424 | 0.90074 | 0.96201 | 0.78713 | [plot](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v1.6_s_yv10/F1_curve.png) | [confusion](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v1.6_s_yv10/confusion_matrix_normalized.png) | `head` | | head_detect_v1.6_n_yv10 | yolo | 8.39G | 2.71M | 0.91 | 0.374 | 0.94845 | 0.87492 | 0.9503 | 0.77059 | [plot](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v1.6_n_yv10/F1_curve.png) | [confusion](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v1.6_n_yv10/confusion_matrix_normalized.png) | `head` | | head_detect_v1.6_s | yolo | 28.6G | 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 | yolo | 8.19G | 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 | yolo | 28.6G | 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 | yolo | 8.19G | 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 | yolo | 28.6G | 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 | yolo | 8.19G | 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 | yolo | 28.6G | 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 | yolo | 8.19G | 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 | yolo | 28.6G | 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 | yolo | 8.19G | 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 | yolo | 28.6G | 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 | yolo | 165G | 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 | yolo | 258G | 68.2M | 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 | yolo | 79.1G | 25.9M | 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 | yolo | 28.6G | 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 | yolo | 8.19G | 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 | yolo | 28.6G | 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 | yolo | 8.19G | 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 | yolo | 28.6G | 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 | yolo | 8.19G | 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 | yolo | 79.1G | 25.9M | 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 | yolo | 28.6G | 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 | yolo | 28.6G | 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 | yolo | 28.6G | 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 | yolo | 28.6G | 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 | yolo | 28.6G | 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 | yolo | 28.6G | 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 | yolo | 8.19G | 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 | yolo | 28.6G | 11.1M | N/A | N/A | N/A | N/A | N/A | N/A | N/A | N/A | `head` |