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Update README.md
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         @@ -92,7 +92,7 @@ To get started with the YOLOv8s object Detection and Classification model, follo 
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            pip install ultralyticsplus==0.0.28 ultralytics==8.0.43
         
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            ```
         
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            -
             
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            ```python
         
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            from ultralyticsplus import YOLO, render_result
         
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         @@ -106,9 +106,8 @@ model.overrides['iou'] = 0.45  # NMS IoU threshold 
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            model.overrides['agnostic_nms'] = False  # NMS class-agnostic
         
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            model.overrides['max_det'] = 1000  # maximum number of detections per image
         
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            # set image
         
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            image = 'path/to/your/ 
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            # perform inference
         
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            results = model.predict(image)
         
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         @@ -119,6 +118,7 @@ render = render_result(model=model, image=image, result=results[0]) 
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            render.show()
         
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            ```
         
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            - Finetune the model on your custom dataset:
         
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            ```bash
         
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            pip install ultralyticsplus==0.0.28 ultralytics==8.0.43
         
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            ```
         
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            - Load model and perform prediction:
         
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            ```python
         
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            from ultralyticsplus import YOLO, render_result
         
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            model.overrides['agnostic_nms'] = False  # NMS class-agnostic
         
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            model.overrides['max_det'] = 1000  # maximum number of detections per image
         
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            # set image
         
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            image = '/path/to/your/document/images'
         
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            # perform inference
         
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            results = model.predict(image)
         
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            render.show()
         
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            ```
         
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            - Finetune the model on your custom dataset:
         
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            ```bash
         
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