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license: apache-2.0 |
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tags: |
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- keras |
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- cnn |
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- image-classification |
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- kannada |
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- handwriting-recognition |
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library_name: keras |
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language: "xx" |
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datasets: |
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- ieee-dataport |
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model_name: Kannada Alphabet Recognition CNN |
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--- |
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# Kannada Alphabet Recognition using CNN |
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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) |
