lindsaypeng / handwritten-character-recognition

This a Deep learning AI system which recognize handwritten characters, Here I use chars74k data-set for training the model

handwritten-character-recognition

This a Deep learning AI system which recognize handwritten characters, Here I use chars74k data-set for training the model

Prerequisites:

• Python
• anaconda
• Pip
• virtualenv

Download handwritten dataset from here

It has only 55 samples for each class, so I have written script to create duplicate images with different backgroud color.

Clone this repository and create a virtualenv using below command

virtualenv venv
source venv/bin/activate

Navigate to cloned directory

pip install -r requirements.txt

Create duplicate images for dataset

python generate_dataset.py

Open notebook

jupyter notebook