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
Jamdani Motif Generation using Conditional GAN
This paper presents a Generative Adversarial Network (GAN)-based technique that generates new Jamdani textile patterns from user-input sketches, mimicking traditional designs. We created a unique Jamdani motif dataset and achieved satisfactory results using the pix2pix model, potentially advancing research in this area.
Dec 31, 2020