ultralytics How to use CatSat/yolov11-litter-materials with ultralytics:
from ultralytics import YOLOvv11
model = YOLOvv11.from_pretrained("CatSat/yolov11-litter-materials")
source = 'http://images.cocodataset.org/val2017/000000039769.jpg'
model.predict(source=source, save=True) 
