Devanagiri-OCR

Introduction

A Devanagiri Digits Classifier trained using Kaggle Dataset with a basic Convolutional Neural Network architecture

Setup Python environment (using conda)

• Install miniconda3

• Setup environment:

    conda create -n "devanagiri-ocr" python=3.9             # Upgraded to python3.9
  
    conda activate "devanagiri-ocr"                         # Create a virtual environment
  
    conda install cudatoolkit=11.3                          # Required for Cuda GPU Rendering
  
    conda install cudnn                                     # Required for Cuda GPU Rendering
  
    pip install -r requirements.txt
  

Run Script

• Run the main.py after activating the conda environment

    python main.py