5 papers
Visual Bias and Interpretability in Deep Learning for Dermatological Image Analysis
Enam Ahmed Taufik, Abdullah Khondoker, Antara Firoz Parsa +1
Accurate skin disease classification is a critical yet challenging task due to high inter-class similarity, intra-class variability, and complex lesion textures. While deep learnin…
Efficient Leaf Disease Classification and Segmentation using Midpoint Normalization Technique and Attention Mechanism
Enam Ahmed Taufik, Antara Firoz Parsa, Seraj Al Mahmud Mostafa
Enhancing plant disease detection from leaf imagery remains a persistent challenge due to scarce labeled data and complex contextual factors. We introduce a transformative two-stag…
A Comparative Performance Analysis of Classification and Segmentation Models on Bangladeshi Pothole Dataset
Antara Firoz Parsa, S. M. Abdullah, Anika Hasan Talukder +4
The study involves a comprehensive performance analysis of popular classification and segmentation models, applied over a Bangladeshi pothole dataset, being developed by the author…
Unlocking the Potential of Multiple BERT Models for Bangla Question Answering in NCTB Textbooks
Abdullah Khondoker, Enam Ahmed Taufik, Md Iftekhar Islam Tashik +2
Evaluating text comprehension in educational settings is critical for understanding student performance and improving curricular effectiveness. This study investigates the capabili…
Advancements and Challenges in Bangla Question Answering Models: A Comprehensive Review
Md Iftekhar Islam Tashik, Abdullah Khondoker, Enam Ahmed Taufik +2
The domain of Natural Language Processing (NLP) has experienced notable progress in the evolution of Bangla Question Answering (QA) systems. This paper presents a comprehensive rev…