/HandDigit

Detection of Hand Language signs using MLPack

Primary LanguageC++MIT LicenseMIT

HandDigit

My first MLPack Machine Learning Project.

The main goal was to predict the number from a Dataset of sign language digit photographs with an over-simplistic approach using K-nn algorithm.

Requirements

  • OpenCV
  • Armadillo
  • MLPack
  • OpenMP

Dataset

Taken from https://github.com/ardamavi/Sign-Language-Digits-Dataset But I will include it here

Usage

First create the DB using the images from the Dataset

HandDigit --update-db

Then you can test the results

HandDigit --test

Or try to predict from a Camera Image in interactive Mode

HandDigit --camera