Tamil-Handwritten-Character-Recognition

The recognition of Tamil manuscript characters is a crucial task with applications in fields such as digitization of historical texts and preservation of cultural heritage. This method proposes a novel approach to recognize Tamil manuscript characters using convolutional neural networks (CNNs).

Project Details

• ModelTraining.ipynb: Trained model used for character recognition
• CharacterRecognition.ipynb: Image preprocessing and character recognition
• Dataset: Handwritten Tamil Character Dataset

Project Workflow

Model Architecture

Results

Handwritten Image

Image Processing

Unprocessed Image	Grayscale Image

Predictions

Manuscript Image

Image Processing

Unprocessed Image	Grayscale Image

Predictions