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## Usage & Full Project
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This repository only contains the trained model file (`full_model.h5`).
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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:
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**GitHub Repository:** [https://github.com/Nithin1729S/Kannada-CNN](https://github.com/Nithin1729S/Kannada-CNN)
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The GitHub repo includes:
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- Training code and dataset preprocessing
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- Model architecture and evaluation
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- A FastAPI backend for serving the model
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- A Next.js (TypeScript) frontend with canvas drawing
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- Complete setup instructions to run locally
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📽️ **Demo:**
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- [Screencast](https://github.com/user-attachments/assets/2ac763ac-1f91-41d5-849c-864a2a288d87)
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- [Watch on YouTube](https://youtu.be/YmIuzqwVocw)
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