What's new with CreateML?

CreateML has introduced several new features and enhancements this year. Here are the key updates:

1. Object Tracking Template: The CreateML app now includes an object tracking template, which allows you to train reference objects to anchor spatial experiences on visionOS. This is particularly useful for creating immersive experiences on Apple Vision Pro. You can find more details in the What’s new in Create ML session.

2. Time Series Classification and Forecasting: New components for time series classification and forecasting have been added to the CreateML framework, enabling more advanced model building and integration within your app. This is covered in the Explore machine learning on Apple platforms session.

3. Data Annotation Exploration: It is now easier to explore and inspect data annotations prior to training, ensuring that your model behaves as expected. This enhancement is discussed in the What’s new in Create ML session.

4. Integration with System Frameworks: CreateML leverages system domain frameworks like Vision, Natural Language, and Sound Analysis to customize machine learning models to your use case with your training data. This is detailed in the What’s new in Create ML session.

5. Model Deployment and Optimization: Once your model is trained, you can deploy it using Core ML, which automatically segments models across CPU, GPU, and neural engine to maximize hardware utilization. This is explained in the Explore machine learning on Apple platforms session.

For a comprehensive overview, you can watch the What’s new in Create ML session.