Apple’s 'Create ML' || Univ_Techs

      Apple announced a new feature for developers called Create ML. It Create machine learning models for use in your app.

Create ML is a machine learning framework in Swift which can be used to train the machine learning models using native Apple technologies like Swift, Xcode, and Other Apple frameworks. This means machine learning is possible within Apple ecosystem without any third-party service. 

Create ML technology has following features,..

• A simple approach for training the model using images, texts, and tabular data
• Models still can be trained using complex algorithm if you are expert
• Machine learning models can be created using Xcode Playground, Swift, and native Apple framework
• The process of creating and training module can be automated using Swift scripts.

     You train a model to recognize patterns by showing it representative samples. For example, you can train a model to recognize dogs by showing it lots of images of different dogs. After you’ve trained the model, you test it out on data it hasn’t seen before, and evaluate how well it performed the task. When the model is performing well enough, you’re ready to integrate it into your app using Core ML.

     Create ML leverages the machine learning infrastructure built in to Apple products like Photos and Siri. This means your image classification and natural language models are smaller and take much less time to train.

It Can Also do: 

     Computer Vision

     Categorization and Quantity Estimation

     Model Evaluation

     Natural Language,...and lot more.