/Vocalization-Sign-Language-iOS

Vocalization sign language iOS App with deep learning using CoreML.

Primary LanguageSwiftApache License 2.0Apache-2.0

Vocalization Sign Language iOS

By Arda Mavi & Zeynep Dikle

Vocalization sign language iOS App with deep learning.

Download iOS App from App Store: Sesgoritma

The under construction!

Documentation coming soon!

Demo
Watch Demo Videos 🔊

In this project we create iOS app for our Vocalize Sign Language project using CoreML with Swift.

Published DataSet and Deep Learning Model:

For more details of Deep Learning model, look up our github.com/ardamavi/Vocalize-Sign-Language project.

We use our own Sign Language Digits Dataset.

New dataset is available on Kaggle: 27 Class Sign Language Dataset - Kaggle

Used (Updated) Model coming soon!

DataSet Examples Model Accuracy

Important Notes:

  • If you want to use Keras2CoreML, Install necessary modules with sudo pip3 install -r requirements.txt command.

Used Versions:

  • Swift: 4.0
  • XCode: 9.3
  • iOS: 11.3 (iPhone 6)
  • coremltools: 0.8
  • Keras: 2.1.5
  • TensorFlow: 1.1.0