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
CSE 4138 : Soft Computing Lab
Soft computing covers fuzzy sets, artificial neural networks, probabilistic reasoning, genetic algorithms, and combined approaches for computing applications.
Jan 4, 2022
CSE 3207 : Artificial Intelligence
Covers AI concepts, knowledge representation, reasoning, organization, perception, knowledge-based systems, and basic machine learning algorithms.
Jan 3, 2022