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 |