A CNN Framework for Real-Time and Edge Deployment with High Accuracy for Lightweight Deep Learning for Bengali OCR

Bengali OCR is challenging due to complex characters and handwriting variations. This paper proposes a lightweight CNN with 40×40 input for real-time Bengali OCR, achieving 98.29% accuracy with reduced computational complexity for edge deployment.