Create ML
Experience an entirely new way of training machine learning models on your Mac. Create ML takes the complexity out of model training while producing powerful Core ML models.
Experience an entirely new way of training machine learning models on your Mac. Create ML takes the complexity out of model training while producing powerful Core ML models.
Build and train powerful on-device models with an easy-to-use app interface.
Train multiple models using different datasets, all in a single project.
Preview your model performance using Continuity with your iPhone camera and microphone on your Mac, or drop in sample data.
Pause, save, resume, and extend your training process.
Train models blazingly fast right on your Mac while taking advantage of CPU and GPU.
Use an external graphics processing unit with your Mac for even better model training performance.
Create ML has a variety of model types to choose from. Just select a model type in the app and add your data and parameters to start training.
Image classification
Object detection
Hand pose classificationNEW
Style transfer
Action classification
Hand action classificationNEW
Style transfer
Activity classification
Sound classification
Text classification
Word tagging
Tabular classification
Tabular regression
Recommendation
The power of Create ML is now available as a Swift framework on iOS and iPadOS, in addition to macOS. Programmatically experiment and automate model creation in Swift scripts or playgrounds. Build dynamic app features that leverage Create ML APIs to train models directly from user input or on-device behavior, providing personalized and adaptive experiences while preserving user privacy.