kitio.aiAdded Nov 5, 2026
Create ML
FreeTrain custom machine learning models on a Mac without code
What is Create ML?
Create ML is Apple's app and framework for training custom machine learning models on a Mac, producing Core ML files ready to drop into apps. It suits iOS and macOS developers who need a classifier or detector for their own data but don't want to write training code.
The Create ML app, which ships with Xcode, offers templates for image classification, object detection, sound classification, text classification, activity recognition and tabular data. You add labelled data, start training, then check accuracy and preview results with test files.
For scripted workflows, the Create ML framework exposes the same training from Swift code. Training uses the Mac's own hardware, so your data never leaves the machine, and the tool costs nothing beyond having a Mac.
Features
- No-code training app
- Image and sound classifiers
- Object detection
- Text and tabular models
- Core ML export
Tags
Releases
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Organization
Apple
🇺🇸 United States
Listed by kitio.ai · unverified owner
Pricing
- Pricing model
- Free
- Paid options from
- 100% free
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Pros and cons
Pros
- No training code required
- Data stays on your Mac
- Outputs ready-to-use Core ML models
Cons
- Requires a Mac
- Limited to Apple's model templates
- Not suited to large custom architectures
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Q&A
What is Create ML?
Create ML is Apple's app and framework for training custom machine learning models on a Mac, producing Core ML files ready to drop into apps. It suits iOS and macOS developers who need a classifier or detector for their own data but don't want to write training code.
How do I get Create ML?
The Create ML app comes bundled with Xcode on macOS, and the framework is available to Swift code.
What kinds of models can Create ML train?
Templates cover image classification, object detection, sound and text classification, activity recognition and tabular data.
How much does Create ML cost?
Create ML is 100% free.
Is there a free version of Create ML?
Yes. Create ML is completely free to use.
What are the main features of Create ML?
No-code training app, Image and sound classifiers, Object detection, Text and tabular models, Core ML export.
Who makes Create ML?
Create ML is made by Apple.
What are the best alternatives to Create ML?
Popular alternatives include Amazon SageMaker, Alibaba Cloud PAI, Pienso.