Update README.md

README.md

@@ -11,6 +11,34 @@ This model to extract classes:
 - table
 - text-box
 
+## Usage
+
+### Example Code
+
+pip install ultralytics==8.0.196 supervision==0.21.0 opencv-python==4.8.0.76
+
+```python
+from ultralytics import YOLO
+import cv2
+import supervision as sv
+
+
+img = "sample.jpeg"
+image = cv2.imread(img)
+model = YOLO('news-segmentation/best.pt')
+
+results = model(source=img, conf=0.2, iou=0.8)[0]
+detections = sv.Detections.from_ultralytics(results)
+bounding_box_annotator = sv.BoundingBoxAnnotator()
+label_annotator = sv.LabelAnnotator()
+annotated_image = bounding_box_annotator.annotate(
+    scene=image, detections=detections)
+annotated_image = label_annotator.annotate(
+    scene=annotated_image, detections=detections)
+
+sv.plot_image(annotated_image)
+```
+
 ## Example Output
 ![Example](news1.png "Example Output")