integrations/coreml/

[giscus[bot]]

integrations/coreml/

Learn how to export YOLO11 models to CoreML for optimized, on-device machine learning on iOS and macOS. Follow step-by-step instructions.

https://docs.ultralytics.com/integrations/coreml/

[UltralyticsAssistant]

👋 Hello, thank you for bringing up this topic and your interest in Ultralytics 🚀! The CoreML integration is an exciting feature for optimized, on-device machine learning on iOS and macOS devices.

We recommend checking the Docs for in-depth information about exporting models to CoreML as well as exploring other integrations. If you encounter any issues or have specific questions, please provide as much detail as possible, including error messages, logs, and steps to reproduce the issue. If you think it's a 🐛 Bug, providing a minimum reproducible example will help us debug it more efficiently.

If you're new to model deployment, feel free to review our CLI and Python API guides for exporting and managing models.

Looking to connect with others? Join our growing community:

• Discord 🎧 for real-time discussions
• Discourse for long-form brainstorming
• Subreddit to share and learn from fellow users

Upgrade

If you're using the ultralytics package, ensure it's up-to-date before proceeding to avoid potential problems. Update to the latest version in a Python>=3.8 environment with PyTorch>=1.8 using:

pip install -U ultralytics

Environments

For exporting and testing models, make sure your environment is appropriately configured. YOLO supports all the following verified environments:

• Notebooks with free GPU:
• Google Cloud Deep Learning VM via GCP Quickstart Guide
• Amazon Deep Learning AMI via AWS Quickstart Guide
• Docker Images from Docker Quickstart Guide

Status

If you see this badge as green, all Ultralytics CI tests are passing, ensuring our models work seamlessly across supported platforms.

This is an automated response, but rest assured, an Ultralytics engineer will assist you shortly to address any additional queries you have! 😊

[CharanPrasadK]

When I am Converting the Yolo .pt model to coreml model , mlpackage is creating and when I am checking it in the xcode the class labels are missing. For the core ml models in ultralytics github page class labels are there. If its solved i can test my custom yolo models.
Thank you.

[glenn-jocher]

@CharanPrasadK it seems the class labels are not being included in your CoreML export. Ensure that your model is correctly labeled during training and export by checking the names attribute in the model. If the issue persists, please verify that you're using the latest ultralytics package and the nms=False argument when exporting. For further details, refer to the CoreML export documentation. Let us know if you need additional assistance!