Create ML
Train custom machine learning models on your Mac, no ML expertise required.
Introduced
2018
WWDC18
Kind
Tool
Runs on
macOS
Get it from
Included with Xcode
iOS
iPadOS
Mac Catalyst
macOS
tvOS
visionOS
watchOS
Overview
Pick a template, like image classification, object detection, text, sound or tabular data, drop in your training data, and Create ML trains a model on your Mac.
Test it right in the app, then drag the Core ML model into Xcode. There's also a Swift framework for training from code.
Templates
Image, video, text, sound, motion and tabular models.
Train on your Mac
Uses the GPU and Neural Engine, no cloud needed.
Live preview
Drag in new data and see predictions instantly.
Core ML export
Drop the model into Xcode and call it from Swift.
History
How it grew up.
2018
Introduced
A Swift framework for training models in playgrounds.
2019
Create ML app
A standalone Mac app with ready-made templates.
2021
On device
The Create ML framework comes to iOS 15 for on-device training.