Update README.md

README.md

@@ -16,10 +16,33 @@ datasets:
 
 ## Info
 
-| Model                | Target         | mAP 50-95 |
-| -------------------- | -------------- | --------- |
-| face_yolov8n.pt      | 2D / realistic | 0.366     |
-| face_yolov8s.pt      | 2D / realistic | 0.404     |
-| face_yolov8m.pt      | 2D / realistic | 0.424     |
+| Model           | Target              | mAP 50 | mAP 50-95 |
+| --------------- | ------------------- | ------ | --------- |
+| face_yolov8n.pt | 2D / realistic face | 0.660  | 0.366     |
+| face_yolov8s.pt | 2D / realistic face | 0.713  | 0.404     |
+| face_yolov8m.pt | 2D / realistic face | 0.737  | 0.424     |
 
 ## Usage
+
+```python
+from huggingface_hub import hf_hub_download
+from ultralytics import YOLO
+
+path = hf_hub_download("Bingsu/adetailer", "face_yolov8n.pt")
+model = YOLO(path)
+```
+
+```python
+import cv2
+from PIL import Image
+
+img = "https://farm5.staticflickr.com/4139/4887614566_6b57ec4422_z.jpg"
+output = model(img)
+pred = output[0].plot()
+pred = cv2.cvtColor(pred, cv2.COLOR_BGR2RGB)
+pred = Image.fromarray(pred)
+pred
+```
+
+![image](https://i.imgur.com/9ny1wmD.png)
+