- 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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.FF6fZqYxgpq2K2CTbNM7ewBWWfWMVwoSTFIVtU2Bp0o)
![cnn2](https://private-user-images.githubusercontent.com/82100004/252849054-20f6b465-2d3c-408a-896e-14ad4ee36536.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.y5a3jUHWtyTZq_Q5aBuIlg757VBpbi22MdvkKSZmLfk)
![]() |
![]() |
---|---|
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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.uJ1t6ABydF8k9bNPoJYBHn35iPU5HXWPx1DqSXkwtJk)
![]() |
![]() |
---|---|
Unprocessed Image | Grayscale Image |
![6](https://private-user-images.githubusercontent.com/82100004/252848797-52d42116-73e9-4e7e-8fab-2b1b6902bad6.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.A_o-6eXnySBbBR0kCt3Lh-ThOHHeOTqJj7WpNR7vDes)