Bengali Handwritten Digit Recognition using CNN with Explainable AI
Handwritten character recognition is a significant research area, especially for languages like Bengali where quality OCR applications are scarce. Merging machine learning and deep learning techniques, including CNN, improves accuracy. The use of Grad-CAM as an XAI method enhances model interpretability.
Dec 18, 2022
Bengali Handwritten Character Recognition using Transfer Learning
We propose a solution which uses state-of-the-art techniques in Deep Learning to tackle the problem of Bengali Handwritten Character Recognition (HCR). Our method uses lesser iterations to train than most other comparable methods.
Oct 6, 2020