Devnagari-Character-Recognition

Description:

Use OpenCV and Convolution Neural Network to recognize the Handwritten Devnagari Word text image.

Dataset:

Downlod Dataset from this link

Requirements:

Download and cd to the directory where requirements.txt is located.

$ pip install -r requirements.txt

Image classification

CNN Model Workflow

Input grayscale image of size 28x28, to the model in a batch size. Passing it through layers of CNN (Convolutional and Pooling) with 'relu' activation, including 1 flatten layer and 2 dense layer.

Model Summary

Handeling Testing_images

Here we use OpenCV library such that it can read multiple word in an image, irrespective of individual orientation.