Update README.md

README.md

@@ -15,6 +15,27 @@ These models are trained on [deepghs/anime_face_detection](https://huggingface.c
 
 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_l_yv11 |  yolo  |  87.3G  |  25.3M   |    0.77    |    0.291    |    0.88458     |   0.67474   |  0.76666   |    0.45722    | [plot](https://huggingface.co/deepghs/real_face_detection/blob/main/face_detect_v0_l_yv11/F1_curve.png) | [confusion](https://huggingface.co/deepghs/real_face_detection/blob/main/face_detect_v0_l_yv11/confusion_matrix_normalized.png) |  `face`  |