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模型 类型 FLOPS 参数量 F1分数 阈值 精确率(B) 召回率(B) mAP50(B) mAP50-95(B) F1曲线图 混淆矩阵 标签
head_detect_v2.0_x_yv11 yolo 195G 56.9M 0.93 0.458 0.95942 0.90938 0.96853 0.78938 plot confusion 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 confusion 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 confusion 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 confusion 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 confusion head
head_detect_v2.0_x yolo 227G 61.6M 0.93 0.459 0.95378 0.91123 0.96593 0.78767 plot confusion head
head_detect_v2.0_l yolo 146G 39.5M 0.93 0.379 0.95124 0.91264 0.96458 0.78627 plot confusion head
head_detect_v2.0_m yolo 79.1G 25.9M 0.93 0.397 0.95123 0.90701 0.96403 0.78342 plot confusion head
head_detect_v2.0_s yolo 28.6G 11.1M 0.92 0.413 0.95556 0.89197 0.95799 0.77833 plot confusion head
head_detect_v2.0_n yolo 8.19G 3.01M 0.91 0.368 0.94633 0.87046 0.94361 0.75764 plot confusion head
head_detect_v1.6_x_rtdetr rtdetr 232G 67.3M 0.93 0.559 0.95316 0.91697 0.96556 0.76682 plot confusion head
head_detect_v1.6_l_rtdetr rtdetr 108G 32.8M 0.93 0.53 0.95113 0.90956 0.96218 0.76201 plot confusion 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 confusion 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 confusion 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 confusion 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 confusion head
head_detect_v1.6_x yolo 258G 68.2M 0.94 0.448 0.9546 0.91873 0.96878 0.79502 plot confusion head
head_detect_v1.6_l yolo 165G 43.6M 0.94 0.458 0.95733 0.92018 0.96868 0.79428 plot confusion 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 confusion 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 confusion head
head_detect_v1.6_s yolo 28.6G 11.1M 0.93 0.381 0.95333 0.90587 0.96241 0.78688 plot confusion head
head_detect_v1.6_n yolo 8.19G 3.01M 0.92 0.38 0.94835 0.88436 0.95051 0.76766 plot confusion head
head_detect_v1.5_s yolo 28.6G 11.1M 0.94 0.453 0.96014 0.92275 0.96829 0.80674 plot confusion head
head_detect_v1.5_n yolo 8.19G 3.01M 0.93 0.396 0.95719 0.90511 0.9612 0.78841 plot confusion head
head_detect_v1.4_s yolo 28.6G 11.1M 0.94 0.472 0.96275 0.91875 0.96812 0.80417 plot confusion head
head_detect_v1.4_n yolo 8.19G 3.01M 0.93 0.396 0.9557 0.90559 0.96075 0.78689 plot confusion head
head_detect_v1.3_s yolo 28.6G 11.1M 0.94 0.423 0.95734 0.9257 0.97037 0.80391 plot confusion head
head_detect_v1.3_n yolo 8.19G 3.01M 0.93 0.409 0.95254 0.90674 0.96258 0.7844 plot confusion head
head_detect_v1.2_s yolo 28.6G 11.1M 0.94 0.415 0.95756 0.9271 0.97097 0.80514 plot confusion head
head_detect_v1.2_n yolo 8.19G 3.01M 0.93 0.471 0.96309 0.89766 0.9647 0.78928 plot confusion head
head_detect_v1.1_s yolo 28.6G 11.1M 0.94 0.485 0.96191 0.91892 0.97069 0.80182 plot confusion head
head_detect_v1.0_l yolo 165G 43.6M 0.94 0.579 0.95881 0.91532 0.96561 0.81417 plot confusion head
head_detect_v1.0_x yolo 258G 68.2M 0.94 0.567 0.9597 0.91947 0.96682 0.8154 plot confusion head
head_detect_v1.0_m yolo 79.1G 25.9M 0.94 0.489 0.95805 0.9196 0.96632 0.81383 plot confusion head
head_detect_v1.0_s yolo 28.6G 11.1M 0.93 0.492 0.95267 0.91355 0.96245 0.80371 plot confusion head
head_detect_v1.0_n yolo 8.19G 3.01M 0.92 0.375 0.93999 0.9002 0.95509 0.7849 plot confusion head
head_detect_v0.5_s yolo 28.6G 11.1M 0.92 0.415 0.93908 0.9034 0.95697 0.77514 plot confusion head
head_detect_v0.5_n yolo 8.19G 3.01M 0.91 0.446 0.93834 0.88034 0.94784 0.75251 plot confusion 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 confusion 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 confusion 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 confusion head
head_detect_v0.4_s yolo 28.6G 11.1M 0.92 0.405 0.93314 0.90274 0.95727 0.77193 plot confusion 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 confusion head
head_detect_v0.3_s yolo 28.6G 11.1M 0.91 0.406 0.92457 0.90351 0.95785 0.78912 plot confusion 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 confusion head
head_detect_v0.2_s yolo 28.6G 11.1M 0.9 0.461 0.91861 0.8898 0.94765 0.77541 plot confusion head
head_detect_v0.1_s yolo 28.6G 11.1M 0.9 0.504 0.91576 0.88662 0.94213 0.7713 plot confusion head
head_detect_v0_n yolo 8.19G 3.01M 0.9 0.316 N/A N/A N/A N/A plot confusion 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

deepghs/anime_head_detection

作者 deepghs

object-detection
↓ 0 ♥ 6

创建时间: 2023-06-07 13:15:35+00:00

更新时间: 2024-10-19 04:51:19+00:00

在 Hugging Face 上查看

文件 (786)

.gitattributes
README.md
head_detect_v0.1_s/F1_curve.png
head_detect_v0.1_s/PR_curve.png
head_detect_v0.1_s/P_curve.png
head_detect_v0.1_s/R_curve.png
head_detect_v0.1_s/confusion_matrix.png
head_detect_v0.1_s/confusion_matrix_normalized.png
head_detect_v0.1_s/events.out.tfevents.1726426694.dd381fc62bdfa9ecca29a7a9c2e134137902c3050389946c1ab5ffd4.1810919.0
head_detect_v0.1_s/labels.jpg
head_detect_v0.1_s/labels.json
head_detect_v0.1_s/labels_correlogram.jpg
head_detect_v0.1_s/model.onnx ONNX
head_detect_v0.1_s/model.pt
head_detect_v0.1_s/model_artifacts.json
head_detect_v0.1_s/model_type.json
head_detect_v0.1_s/results.csv
head_detect_v0.1_s/results.png
head_detect_v0.1_s/threshold.json
head_detect_v0.2_s/F1_curve.png
head_detect_v0.2_s/PR_curve.png
head_detect_v0.2_s/P_curve.png
head_detect_v0.2_s/R_curve.png
head_detect_v0.2_s/confusion_matrix.png
head_detect_v0.2_s/confusion_matrix_normalized.png
head_detect_v0.2_s/events.out.tfevents.1726472700.dd381fc62bdfa9ecca29a7a9c2e134137902c3050389946c1ab5ffd4.1892989.0
head_detect_v0.2_s/labels.jpg
head_detect_v0.2_s/labels.json
head_detect_v0.2_s/labels_correlogram.jpg
head_detect_v0.2_s/model.onnx ONNX
head_detect_v0.2_s/model.pt
head_detect_v0.2_s/model_artifacts.json
head_detect_v0.2_s/model_type.json
head_detect_v0.2_s/results.csv
head_detect_v0.2_s/results.png
head_detect_v0.2_s/threshold.json
head_detect_v0.2_s_plus/F1_curve.png
head_detect_v0.2_s_plus/PR_curve.png
head_detect_v0.2_s_plus/P_curve.png
head_detect_v0.2_s_plus/R_curve.png
head_detect_v0.2_s_plus/confusion_matrix.png
head_detect_v0.2_s_plus/confusion_matrix_normalized.png
head_detect_v0.2_s_plus/events.out.tfevents.1726491150.dd381fc62bdfa9ecca29a7a9c2e134137902c3050389946c1ab5ffd4.1904023.0
head_detect_v0.2_s_plus/labels.jpg
head_detect_v0.2_s_plus/labels.json
head_detect_v0.2_s_plus/labels_correlogram.jpg
head_detect_v0.2_s_plus/model.onnx ONNX
head_detect_v0.2_s_plus/model.pt
head_detect_v0.2_s_plus/model_type.json
head_detect_v0.2_s_plus/results.csv
head_detect_v0.2_s_plus/results.png
head_detect_v0.2_s_plus/threshold.json
head_detect_v0.3_s/F1_curve.png
head_detect_v0.3_s/PR_curve.png
head_detect_v0.3_s/P_curve.png
head_detect_v0.3_s/R_curve.png
head_detect_v0.3_s/confusion_matrix.png
head_detect_v0.3_s/confusion_matrix_normalized.png
head_detect_v0.3_s/events.out.tfevents.1726507397.dd381fc62bdfa9ecca29a7a9c2e134137902c3050389946c1ab5ffd4.1909793.0
head_detect_v0.3_s/labels.jpg
head_detect_v0.3_s/labels.json
head_detect_v0.3_s/labels_correlogram.jpg
head_detect_v0.3_s/model.onnx ONNX
head_detect_v0.3_s/model.pt
head_detect_v0.3_s/model_artifacts.json
head_detect_v0.3_s/model_type.json
head_detect_v0.3_s/results.csv
head_detect_v0.3_s/results.png
head_detect_v0.3_s/threshold.json
head_detect_v0.4_s/F1_curve.png
head_detect_v0.4_s/PR_curve.png
head_detect_v0.4_s/P_curve.png
head_detect_v0.4_s/R_curve.png
head_detect_v0.4_s/confusion_matrix.png
head_detect_v0.4_s/confusion_matrix_normalized.png
head_detect_v0.4_s/events.out.tfevents.1726564015.dd381fc62bdfa9ecca29a7a9c2e134137902c3050389946c1ab5ffd4.1923721.0
head_detect_v0.4_s/labels.jpg
head_detect_v0.4_s/labels.json
head_detect_v0.4_s/labels_correlogram.jpg
head_detect_v0.4_s/model.onnx ONNX
head_detect_v0.4_s/model.pt
head_detect_v0.4_s/model_artifacts.json
head_detect_v0.4_s/model_type.json
head_detect_v0.4_s/results.csv
head_detect_v0.4_s/results.png
head_detect_v0.4_s/threshold.json
head_detect_v0.4_s_fp/F1_curve.png
head_detect_v0.4_s_fp/PR_curve.png
head_detect_v0.4_s_fp/P_curve.png
head_detect_v0.4_s_fp/R_curve.png
head_detect_v0.4_s_fp/confusion_matrix.png
head_detect_v0.4_s_fp/confusion_matrix_normalized.png
head_detect_v0.4_s_fp/events.out.tfevents.1726564180.dd381fc62bdfa9ecca29a7a9c2e134137902c3050389946c1ab5ffd4.1925805.0
head_detect_v0.4_s_fp/labels.jpg
head_detect_v0.4_s_fp/labels.json
head_detect_v0.4_s_fp/labels_correlogram.jpg
head_detect_v0.4_s_fp/model.onnx ONNX
head_detect_v0.4_s_fp/model.pt
head_detect_v0.4_s_fp/model_type.json
head_detect_v0.4_s_fp/results.csv
head_detect_v0.4_s_fp/results.png
head_detect_v0.4_s_fp/threshold.json
head_detect_v0.5_m_pruned/F1_curve.png
head_detect_v0.5_m_pruned/PR_curve.png
head_detect_v0.5_m_pruned/P_curve.png
head_detect_v0.5_m_pruned/R_curve.png
head_detect_v0.5_m_pruned/confusion_matrix.png
head_detect_v0.5_m_pruned/confusion_matrix_normalized.png
head_detect_v0.5_m_pruned/events.out.tfevents.1726608595.dd381fc62bdfa9ecca29a7a9c2e134137902c3050389946c1ab5ffd4.1946145.0
head_detect_v0.5_m_pruned/labels.jpg
head_detect_v0.5_m_pruned/labels.json
head_detect_v0.5_m_pruned/labels_correlogram.jpg
head_detect_v0.5_m_pruned/model.onnx ONNX
head_detect_v0.5_m_pruned/model.pt
head_detect_v0.5_m_pruned/model_artifacts.json
head_detect_v0.5_m_pruned/model_type.json
head_detect_v0.5_m_pruned/results.csv
head_detect_v0.5_m_pruned/results.png
head_detect_v0.5_m_pruned/threshold.json
head_detect_v0.5_n/F1_curve.png
head_detect_v0.5_n/PR_curve.png
head_detect_v0.5_n/P_curve.png
head_detect_v0.5_n/R_curve.png
head_detect_v0.5_n/confusion_matrix.png
head_detect_v0.5_n/confusion_matrix_normalized.png
head_detect_v0.5_n/events.out.tfevents.1726612237.dd381fc62bdfa9ecca29a7a9c2e134137902c3050389946c1ab5ffd4.1948085.0
head_detect_v0.5_n/labels.jpg
head_detect_v0.5_n/labels.json
head_detect_v0.5_n/labels_correlogram.jpg
head_detect_v0.5_n/model.onnx ONNX
head_detect_v0.5_n/model.pt
head_detect_v0.5_n/model_type.json
head_detect_v0.5_n/results.csv
head_detect_v0.5_n/results.png
head_detect_v0.5_n/threshold.json
head_detect_v0.5_n_pruned/F1_curve.png
head_detect_v0.5_n_pruned/PR_curve.png
head_detect_v0.5_n_pruned/P_curve.png
head_detect_v0.5_n_pruned/R_curve.png
head_detect_v0.5_n_pruned/confusion_matrix.png
head_detect_v0.5_n_pruned/confusion_matrix_normalized.png
head_detect_v0.5_n_pruned/events.out.tfevents.1726600887.dd381fc62bdfa9ecca29a7a9c2e134137902c3050389946c1ab5ffd4.1943350.0
head_detect_v0.5_n_pruned/labels.jpg
head_detect_v0.5_n_pruned/labels.json
head_detect_v0.5_n_pruned/labels_correlogram.jpg
head_detect_v0.5_n_pruned/model.onnx ONNX
head_detect_v0.5_n_pruned/model.pt
head_detect_v0.5_n_pruned/model_type.json
head_detect_v0.5_n_pruned/results.csv
head_detect_v0.5_n_pruned/results.png
head_detect_v0.5_n_pruned/threshold.json
head_detect_v0.5_s/F1_curve.png
head_detect_v0.5_s/PR_curve.png
head_detect_v0.5_s/P_curve.png
head_detect_v0.5_s/R_curve.png
head_detect_v0.5_s/confusion_matrix.png
head_detect_v0.5_s/confusion_matrix_normalized.png
head_detect_v0.5_s/events.out.tfevents.1726592197.dd381fc62bdfa9ecca29a7a9c2e134137902c3050389946c1ab5ffd4.1939367.0
head_detect_v0.5_s/labels.jpg
head_detect_v0.5_s/labels.json
head_detect_v0.5_s/labels_correlogram.jpg
head_detect_v0.5_s/model.onnx ONNX
head_detect_v0.5_s/model.pt
head_detect_v0.5_s/model_type.json
head_detect_v0.5_s/results.csv
head_detect_v0.5_s/results.png
head_detect_v0.5_s/threshold.json
head_detect_v0.5_s_pruned/F1_curve.png
head_detect_v0.5_s_pruned/PR_curve.png
head_detect_v0.5_s_pruned/P_curve.png
head_detect_v0.5_s_pruned/R_curve.png
head_detect_v0.5_s_pruned/confusion_matrix.png
head_detect_v0.5_s_pruned/confusion_matrix_normalized.png
head_detect_v0.5_s_pruned/events.out.tfevents.1726592241.dd381fc62bdfa9ecca29a7a9c2e134137902c3050389946c1ab5ffd4.1940387.0
head_detect_v0.5_s_pruned/labels.jpg
head_detect_v0.5_s_pruned/labels.json
head_detect_v0.5_s_pruned/labels_correlogram.jpg
head_detect_v0.5_s_pruned/model.onnx ONNX
head_detect_v0.5_s_pruned/model.pt
head_detect_v0.5_s_pruned/model_type.json
head_detect_v0.5_s_pruned/results.csv
head_detect_v0.5_s_pruned/results.png
head_detect_v0.5_s_pruned/threshold.json
head_detect_v0_n/F1_curve.png
head_detect_v0_n/PR_curve.png
head_detect_v0_n/P_curve.png
head_detect_v0_n/R_curve.png
head_detect_v0_n/confusion_matrix.png
head_detect_v0_n/labels.json
head_detect_v0_n/model.onnx ONNX
head_detect_v0_n/model.pt
head_detect_v0_n/model_type.json
head_detect_v0_n/results.csv
head_detect_v0_n/results.png
head_detect_v0_n/threshold.json
head_detect_v0_s/labels.json
head_detect_v0_s/model.onnx ONNX
head_detect_v0_s/model.pt
head_detect_v0_s/model_type.json
head_detect_v0_s/results.csv
head_detect_v0_s/results.png
head_detect_v1.0_l/F1_curve.png
head_detect_v1.0_l/PR_curve.png
head_detect_v1.0_l/P_curve.png
head_detect_v1.0_l/R_curve.png
head_detect_v1.0_l/confusion_matrix.png
head_detect_v1.0_l/confusion_matrix_normalized.png
head_detect_v1.0_l/events.out.tfevents.1726670223.dd381fc62bdfa9ecca29a7a9c2e134137902c3050389946c1ab5ffd4.1981331.0
head_detect_v1.0_l/labels.jpg
head_detect_v1.0_l/labels.json
head_detect_v1.0_l/labels_correlogram.jpg
head_detect_v1.0_l/model.onnx ONNX
head_detect_v1.0_l/model.pt
head_detect_v1.0_l/model_type.json
head_detect_v1.0_l/results.csv
head_detect_v1.0_l/results.png
head_detect_v1.0_l/threshold.json
head_detect_v1.0_m/F1_curve.png
head_detect_v1.0_m/PR_curve.png
head_detect_v1.0_m/P_curve.png
head_detect_v1.0_m/R_curve.png
head_detect_v1.0_m/confusion_matrix.png
head_detect_v1.0_m/confusion_matrix_normalized.png
head_detect_v1.0_m/events.out.tfevents.1726655332.dd381fc62bdfa9ecca29a7a9c2e134137902c3050389946c1ab5ffd4.1974748.0
head_detect_v1.0_m/labels.jpg
head_detect_v1.0_m/labels.json
head_detect_v1.0_m/labels_correlogram.jpg
head_detect_v1.0_m/model.onnx ONNX
head_detect_v1.0_m/model.pt
head_detect_v1.0_m/model_artifacts.json
head_detect_v1.0_m/model_type.json
head_detect_v1.0_m/results.csv
head_detect_v1.0_m/results.png
head_detect_v1.0_m/threshold.json
head_detect_v1.0_n/F1_curve.png
head_detect_v1.0_n/PR_curve.png
head_detect_v1.0_n/P_curve.png
head_detect_v1.0_n/R_curve.png
head_detect_v1.0_n/confusion_matrix.png
head_detect_v1.0_n/confusion_matrix_normalized.png
head_detect_v1.0_n/events.out.tfevents.1726645731.dd381fc62bdfa9ecca29a7a9c2e134137902c3050389946c1ab5ffd4.1967911.0
head_detect_v1.0_n/labels.jpg
head_detect_v1.0_n/labels.json
head_detect_v1.0_n/labels_correlogram.jpg
head_detect_v1.0_n/model.onnx ONNX
head_detect_v1.0_n/model.pt
head_detect_v1.0_n/model_type.json
head_detect_v1.0_n/results.csv
head_detect_v1.0_n/results.png
head_detect_v1.0_n/threshold.json
head_detect_v1.0_s/F1_curve.png
head_detect_v1.0_s/PR_curve.png
head_detect_v1.0_s/P_curve.png
head_detect_v1.0_s/R_curve.png
head_detect_v1.0_s/confusion_matrix.png
head_detect_v1.0_s/confusion_matrix_normalized.png
head_detect_v1.0_s/events.out.tfevents.1726645775.dd381fc62bdfa9ecca29a7a9c2e134137902c3050389946c1ab5ffd4.1969019.0
head_detect_v1.0_s/labels.jpg
head_detect_v1.0_s/labels.json
head_detect_v1.0_s/labels_correlogram.jpg
head_detect_v1.0_s/model.onnx ONNX
head_detect_v1.0_s/model.pt
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