Update README.md

README.md

@@ -40,7 +40,7 @@ model-index:
 - Install [ultralyticsplus](https://github.com/fcakyon/ultralyticsplus):
 
 ```bash
-pip install ultralyticsplus==0.0.28 ultralytics==8.0.43
+pip install ultralyticsplus==0.0.28
 ```
 
 - Load model and perform prediction:
@@ -52,10 +52,10 @@ from ultralyticsplus import YOLO, render_result
 model = YOLO('eeshawn11/naruto_hand_seal_detection')
 
 # set model parameters
-model.overrides['conf'] = 0.25  # NMS confidence threshold
-model.overrides['iou'] = 0.45  # NMS IoU threshold
+model.overrides['conf'] = 0.50  # NMS confidence threshold
+model.overrides['iou'] = 0.70  # NMS IoU threshold
 model.overrides['agnostic_nms'] = False  # NMS class-agnostic
-model.overrides['max_det'] = 1000  # maximum number of detections per image
+model.overrides['max_det'] = 10  # maximum number of detections per image
 
 # set image
 image = 'https://github.com/ultralytics/yolov5/raw/master/data/images/zidane.jpg'