How to use from the
Use from the
ultralytics library
from ultralytics import YOLOvv11

model = YOLOvv11.from_pretrained("TheCluster/YOLOv11-CoreML")
source = 'http://images.cocodataset.org/val2017/000000039769.jpg'
model.predict(source=source, save=True)

YOLOv11 CoreML

YOLOv11 models converted to CoreML format.

Using:

  • pytorch 2.5.0
  • coremltools 8.0
  • ultralytics 8.3.16
  • macOS Sequoia 15.1

Tested on:

  • M1
  • M1 Ultra
  • M4 (iPad Pro 2024)
  • A15 (iPhone 14)

Models can be run using Apple Neural Engine

Model sources: https://github.com/ultralytics/ultralytics

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