Update README.md

README.md

@@ -1,12 +1,52 @@
 ---
 title: 5loi Yolov8
-emoji: 🚀
-colorFrom: purple
-colorTo: yellow
-sdk: streamlit
-sdk_version: 1.17.0
-app_file: app.py
-pinned: false
+tags:
+- ultralyticsplus
+- yolov8
+- ultralytics
+- yolo
+- vision
+- object-detection
+- pytorch
+library_name: ultralytics
+library_version: 8.0.21
+inference: false
+
+datasets:
+- linhcuem/5loi
 ---
+### How to use
+
+- Install [ultralyticsplus](https://github.com/fcakyon/ultralyticsplus):
+
+```bash
+pip install ultralyticsplus==0.0.23 ultralytics==8.0.21
+```
+
+- Load model and perform prediction:
+
+```python
+from ultralyticsplus import YOLO, render_result
+
+# load model
+model = YOLO('keremberke/yolov8m-table-extraction')
+
+# set model parameters
+model.overrides['conf'] = 0.25  # NMS confidence threshold
+model.overrides['iou'] = 0.45  # NMS IoU threshold
+model.overrides['agnostic_nms'] = False  # NMS class-agnostic
+model.overrides['max_det'] = 1000  # maximum number of detections per image
+
+# set image
+image = 'https://github.com/ultralytics/yolov5/raw/master/data/images/zidane.jpg'
+
+# perform inference
+results = model.predict(image)
+
+# observe results
+print(results[0].boxes)
+render = render_result(model=model, image=image, result=results[0])
+render.show()
+```
 
 Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference