Real Face Detection

--- datasets: - deepghs/real_face_detection - deepghs/anime_face_detection pipeline_tag: object-detection library_name: dghs-imgutils tags: - art - anime - photo - face --- These models are trained on [deepghs/anime_face_detection](https://huggingface.co/deepghs/anime_face_detection) and open-sourced real photos datasets. So both anime and photos are supported. Use this with `dghs-realutils` ```shell pip install dghs-realutils ``` ```python from realutils.detect import detect_faces print(detect_faces('yolo/solo.jpg')) # [((157, 94, 252, 208), 'face', 0.8836570382118225)] print(detect_faces('yolo/2girls.jpg')) # [((718, 154, 1110, 728), 'face', 0.8841166496276855), ((157, 275, 519, 715), 'face', 0.8668240904808044)] print(detect_faces('yolo/3+cosplay.jpg')) # [((349, 227, 413, 305), 'face', 0.8543888330459595), ((383, 61, 432, 117), 'face', 0.8080574870109558), ((194, 107, 245, 162), 'face', 0.8035706877708435)] print(detect_faces('yolo/multiple.jpg')) # [((1070, 728, 1259, 985), 'face', 0.8765808939933777), ((548, 286, 760, 558), 'face', 0.8693087697029114), ((896, 315, 1067, 520), 'face', 0.8671919107437134), ((1198, 220, 1342, 406), 'face', 0.8485829830169678), ((1376, 526, 1546, 719), 'face', 0.8469308018684387)] ``` For more information, see [documentation of realutils](https://dghs-realutils.deepghs.org/main/api_doc/detect/face.html). | Model | Type | FLOPS | Params | F1 Score | Threshold | precision(B) | recall(B) | mAP50(B) | mAP50-95(B) | F1 Plot | Confusion | Labels | |:---------------------:|:------:|:-------:|:--------:|:----------:|:-----------:|:--------------:|:-----------:|:----------:|:-------------:|:-------------------------------------------------------------------------------------------------------:|:-------------------------------------------------------------------------------------------------------------------------------:|:--------:| | face_detect_v0_s_yv12 | yolo | 21.5G | 9.25M | 0.74 | 0.272 | 0.86931 | 0.6404 | 0.73074 | 0.42652 | [plot](https://huggingface.co/deepghs/real_face_detection/blob/main/face_detect_v0_s_yv12/F1_curve.png) | [confusion](https://huggingface.co/deepghs/real_face_detection/blob/main/face_detect_v0_s_yv12/confusion_matrix_normalized.png) | `face` | | face_detect_v0_n_yv12 | yolo | 6.48G | 2.57M | 0.7 | 0.258 | 0.85246 | 0.59089 | 0.6793 | 0.39182 | [plot](https://huggingface.co/deepghs/real_face...