Apple also has an ML framework:
https://github.com/apple/turicreate
Turi Create simplifies the development of custom machine learning models. You don’t have to be a machine learning expert to add recommendations, object detection, image classification, image similarity or activity classification to your app.
- Easy-to-use: Focus on tasks instead of algorithms
- Visual: Built-in, streaming visualizations to explore your data
- Flexible: Supports text, images, audio, video and sensor data
- Fast and Scalable: Work with large datasets on a single machine
- Ready To Deploy: Export models to Core ML for use in iOS, macOS, watchOS, and tvOS apps
With Turi Create, you can accomplish many common ML tasks:
| ML Task | Description |
|---|---|
| Recommender | Personalize choices for users |
| Image Classification | Label images |
| Drawing Classification | Recognize Pencil/Touch Drawings and Gestures |
| Sound Classification | Classify sounds |
| Object Detection | Recognize objects within images |
| One Shot Object Detection | Recognize 2D objects within images using a single example |
| Style Transfer | Stylize images |
| Activity Classification | Detect an activity using sensors |
| Image Similarity | Find similar images |
| Classifiers | Predict a label |
| Regression | Predict numeric values |
| Clustering | Group similar datapoints together |
| Text Classifier | Analyze sentiment of messages |