ultralytics+
Extra features for ultralytics/ultralytics.
installation
pip install ultralyticsplus
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ultralyticsplus --exp_dir runs/detect/train --hf_model_id HF_USERNAME/MODELNAME
load from 🤗 hub
from ultralyticsplus import YOLO, render_result
model = YOLO('HF_USERNAME/MODELNAME')
model.overrides['conf'] = 0.25
model.overrides['iou'] = 0.45
model.overrides['agnostic_nms'] = False
model.overrides['max_det'] = 1000
image = 'https://github.com/ultralytics/yolov5/raw/master/data/images/zidane.jpg'
results = model.predict(image, imgsz=640)
result = results[0]
boxes = result.boxes.xyxy
scores = result.boxes.conf
categories = result.boxes.cls
scores = result.probs
masks = result.masks
render = render_result(model=model, image=image, result=result)
render.show()