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.
Discover Create ML features
Create Core ML models
Build and train powerful on-device models with an easy-to-use app interface.
Multimodel training
Train multiple models using different datasets, all in a single project.
Model previews
Preview your model performance using Continuity with your iPhone camera and microphone on your Mac, or drop in sample data.
Training control
Pause, save, resume, and extend your training process.
On-device training
Train models blazingly fast right on your Mac while taking advantage of CPU and GPU.
eGPU training support
Use an external graphics processing unit with your Mac for even better model training performance.
Model types
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
Image classification
Object detection
Hand pose classificationNEW
Style transfer
Video
Action classification
Hand action classificationNEW
Style transfer
Motion
Activity classification
Sound
Sound classification
Text
Text classification
Word tagging
Tabular
Tabular classification
Tabular regression
Recommendation
Create ML framework
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.