Devanagari Character Recognition with Neural Networks addresses the need for efficient recognition of characters in the Devanagari script, widely used in languages such as Hindi, Sanskrit, and Marathi. Leveraging the capabilities of neural networks, this project focuses on accurately identifying and classifying Devanagari characters from various sources, including handwritten text and digital documents. The model’s training involves a diverse dataset encompassing different writing styles and variations, ensuring robust performance across real-world scenarios. This application finds significance in optical character recognition (OCR) systems, document digitization, and language processing tools tailored for Devanagari script users.
Software Requirements :-
1. Operating System: Win 7 or more
2. Programming Language: Python
Hardware Requirement :-
1. Processor-i3
2. Hard disk-5GB
3. Memory-2GB RAM