Categories
AI/ML

TuriCreate

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 TaskDescription
RecommenderPersonalize choices for users
Image ClassificationLabel images
Drawing ClassificationRecognize Pencil/Touch Drawings and Gestures
Sound ClassificationClassify sounds
Object DetectionRecognize objects within images
One Shot Object DetectionRecognize 2D objects within images using a single example
Style TransferStylize images
Activity ClassificationDetect an activity using sensors
Image SimilarityFind similar images
ClassifiersPredict a label
RegressionPredict numeric values
ClusteringGroup similar datapoints together
Text ClassifierAnalyze sentiment of messages