metadata
license: apache-2.0
tags:
- keras
- cnn
- image-classification
- kannada
- handwriting-recognition
library_name: keras
language: xx
datasets:
- ieee-dataport
model_name: Kannada Alphabet Recognition CNN
Kannada Alphabet Recognition using CNN
Usage & Full Project
This repository only contains the trained model file (full_model.h5).
To use this model in a complete application—including a web interface where users can draw Kannada letters and get real-time predictions—please visit the full project repository:
GitHub Repository: https://github.com/Nithin1729S/Kannada-CNN
The GitHub repo includes:
- Training code and dataset preprocessing
- Model architecture and evaluation
- A FastAPI backend for serving the model
- A Next.js (TypeScript) frontend with canvas drawing
- Complete setup instructions to run locally
📽️ Demo: