/image-recognitor

Number recognitor in images

Primary LanguageJavaScript

Image Recognitor

A simple number recognitor in images

Features (WIP):

  • Get number images from local storage and train the Neural Network with those images.
  • Get any image and return the its represented number if there was anyone.

Steps to train the Neural Network

  • Get the training data (the number images from Internet/local storage) for each number;
  • Take the pixels arrays of those images;
  • Normalize it by dividing the RGB of the pixels values by 255;
  • Configure the training data by passing the normalized pixels array of each image as an input and the output as the expected number;
  • Train the Neural Network.

Steps to recognize a image

  • Take the pixels array of the image;
  • Normalize it by dividing the RGB values by 255;
  • Run the test to check the hit rate and return the number with the greatest one.