Skip to content

mohanadarafe/Hand-written-English-Greek-letter-recognition

Repository files navigation

Hand-written English & Greek letter recognition

https://github.com/mohanadarafe/comp472-a1

The following project is written in partial fulfilment of COMP472 : Artificial Intelligence.

Project

The aim of the project is to take a set of 32x32 image hand-written letters in Greek & English and pass them to various machine learning models. We analyze the metrics & overall performance of each model.

graphs

Requirements

Conda

If you use Conda, you can simply run the environment setup for you. More instructions will be elaborated on the Setup.

Not using Conda

If you do not have Conda, make sure you install the following dependencies:

  • python 3.7
  • scikit-learn
  • matplotlib
  • pandas
  • numpy

Setup

Make sure you have Conda installed on your machine

Using Conda

conda env create --name project1 --file=env.yml
conda activate project1
python models/execute.py

Other

pip3 install <dependency> # for all dependencies
python models/execute.py

About

Implement ML models trained to recognize English & Greek letters

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published