🏷 iOS11 demo application for predicting gender from first names.

Related tags

Machine Learning nlp swift ios machine-learning classification gender-classification swift4 coreml coreml-models
Overview

Names CoreML Demo

A Demo application using CoreML framework for predicting gender from first names.

NamesCoreMLDemo

Model

This demo is based on An introduction to Machine Learning tutorial, which describes how to build a classifier able to distinguish between boy and girl names using datasets with the popularity of baby names over the years from The US Social Security Administration.

CoreML model was converted from Scikit-learn Pipeline using coremltools python package.

Requirements

  • Xcode 9
  • iOS 11

Installation

git clone https://github.com/cocoa-ai/NamesCoreMLDemo.git
cd NamesCoreMLDemo
open Names.xcodeproj/

Build the project and run it on a simulator or a device with iOS 11.

Conversion

cd Convert
python names.py

Author

Vadym Markov, [email protected]

Credits

References

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Comments
Owner
Cocoa AI
The Cocoa Artificial Intelligence Lab
Cocoa AI
GitHub https://github.com/cocoa-ai
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