- ModelTraining.ipynb: Trained model used for character recognition
- CharacterRecognition.ipynb: Image preprocessing and character recognition
- Dataset: Handwritten Tamil Character Dataset
![7](https://private-user-images.githubusercontent.com/82100004/252848473-65442ef6-2a51-445a-95de-8de0761fddb0.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.y71W9lszdN6y2PniTlCjKrKLHgMtivXH2d8iO_wa8To)
![cnn2](https://private-user-images.githubusercontent.com/82100004/252849054-20f6b465-2d3c-408a-896e-14ad4ee36536.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.rGIoOnUKuBBIvk6lIHHch2ZnO11Si4_SUqAun6RgN-o)
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Unprocessed Image | Grayscale Image |
![3](https://private-user-images.githubusercontent.com/82100004/252848644-5e3ebbc2-8c55-412d-a5a0-6842d5668af4.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.plNiIIHslqS2eMsv8TE3UHslibjtm0LeviCJtNqbldo)
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Unprocessed Image | Grayscale Image |
![6](https://private-user-images.githubusercontent.com/82100004/252848797-52d42116-73e9-4e7e-8fab-2b1b6902bad6.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJnaXRodWIuY29tIiwiYXVkIjoicmF3LmdpdGh1YnVzZXJjb250ZW50LmNvbSIsImtleSI6ImtleTUiLCJleHAiOjE3MTk1OTMxMjAsIm5iZiI6MTcxOTU5MjgyMCwicGF0aCI6Ii84MjEwMDAwNC8yNTI4NDg3OTctNTJkNDIxMTYtNzNlOS00ZTdlLThmYWItMmIxYjY5MDJiYWQ2LnBuZz9YLUFtei1BbGdvcml0aG09QVdTNC1ITUFDLVNIQTI1NiZYLUFtei1DcmVkZW50aWFsPUFLSUFWQ09EWUxTQTUzUFFLNFpBJTJGMjAyNDA2MjglMkZ1cy1lYXN0LTElMkZzMyUyRmF3czRfcmVxdWVzdCZYLUFtei1EYXRlPTIwMjQwNjI4VDE2NDAyMFomWC1BbXotRXhwaXJlcz0zMDAmWC1BbXotU2lnbmF0dXJlPWQ2OWY5ZGZlYjQ3NDkzYjJlYjkxZTg0OTZmNGU0MDVlZGMzZmE3NGI5ZWZmYWExZDQ2YzY3ZDNkODhlM2M2MjQmWC1BbXotU2lnbmVkSGVhZGVycz1ob3N0JmFjdG9yX2lkPTAma2V5X2lkPTAmcmVwb19pZD0wIn0.19hmS75WeP_xUNkRR_TWUSbSLNpmEPydo2fsAJ4I30U)