ultralytics How to use dronefreak/uavid-yolo26s-sem with ultralytics:
# Couldn't find a valid YOLO version tag.
# Replace XX with the correct version.
from ultralytics import YOLOvXX
model = YOLOvXX.from_pretrained("dronefreak/uavid-yolo26s-sem")
source = 'http://images.cocodataset.org/val2017/000000039769.jpg'
model.predict(source=source, save=True) 
