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

Accurate Bengali OCR remains challenging due to complex characters and handwriting diversity. This work presents a lightweight CNN achieving 98.29% accuracy with low computational cost.

DIPANKAR DEY

Jun 15, 2026

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.

DIPANKAR DEY

Jun 13, 2026

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