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---
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](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:**
- [Screencast](https://github.com/user-attachments/assets/2ac763ac-1f91-41d5-849c-864a2a288d87)
- [Watch on YouTube](https://youtu.be/YmIuzqwVocw) |