Update README.md

README.md

@@ -15,6 +15,27 @@ These models are trained on [deepghs/anime_head_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_heads
+
+print(detect_heads('yolo/solo.jpg'))
+# [((162, 47, 305, 210), 'head', 0.7701659202575684)]
+print(detect_heads('yolo/2girls.jpg'))
+# [((683, 48, 1199, 754), 'head', 0.8410779237747192), ((105, 91, 570, 734), 'head', 0.8339194059371948)]
+print(detect_heads('yolo/3+cosplay.jpg'))
+# [((329, 194, 426, 309), 'head', 0.8123012781143188), ((359, 20, 448, 122), 'head', 0.8047150373458862), ((185, 81, 265, 166), 'head', 0.7797152996063232)]
+print(detect_heads('yolo/multiple.jpg'))
+# [((867, 259, 1084, 527), 'head', 0.8264595866203308), ((1364, 448, 1583, 724), 'head', 0.8254891633987427), ((480, 201, 781, 565), 'head', 0.8191508054733276), ((1189, 175, 1398, 412), 'head', 0.8097156286239624), ((1028, 671, 1277, 992), 'head', 0.8084591627120972)]
+```
+
+For more information, see [documentation of realutils](https://dghs-realutils.deepghs.org/main/api_doc/detect/head.html).
+
 |         Model         |  Type  |  FLOPS  |  Params  |  F1 Score  |  Threshold  |  precision(B)  |  recall(B)  |  mAP50(B)  |  mAP50-95(B)  |                                                 F1 Plot                                                 |                                                            Confusion                                                            |  Labels  |
 |:---------------------:|:------:|:-------:|:--------:|:----------:|:-----------:|:--------------:|:-----------:|:----------:|:-------------:|:-------------------------------------------------------------------------------------------------------:|:-------------------------------------------------------------------------------------------------------------------------------:|:--------:|
 | head_detect_v0_l_yv11 |  yolo  |  87.3G  |  25.3M   |    0.81    |    0.199    |    0.90226     |   0.72872   |  0.81049   |    0.5109     | [plot](https://huggingface.co/deepghs/real_head_detection/blob/main/head_detect_v0_l_yv11/F1_curve.png) | [confusion](https://huggingface.co/deepghs/real_head_detection/blob/main/head_detect_v0_l_yv11/confusion_matrix_normalized.png) |  `head`  |