4 papers
RoadSens-4M: A Multimodal Smartphone & Camera Dataset for Holistic Road-way Analysis
Amith Khandakar, David Michelson, Shaikh Golam Rabbani +8
It's important to monitor road issues such as bumps and potholes to enhance safety and improve road conditions. Smartphones are equipped with various built-in sensors that offer a…
MSRANetV2: An Explainable Deep Learning Architecture for Multi-class Classification of Colorectal Histopathological Images
Ovi Sarkar, Md Shafiuzzaman, Md. Faysal Ahamed +2
Colorectal cancer (CRC) is a leading worldwide cause of cancer-related mortality, and the role of prompt precise detection is of paramount interest in improving patient outcomes. C…
GastroViT: A Vision Transformer Based Ensemble Learning Approach for Gastrointestinal Disease Classification with Grad CAM & SHAP Visualization
Sumaiya Tabassum, Md. Faysal Ahamed, Hafsa Binte Kibria +4
The gastrointestinal (GI) tract of humans can have a wide variety of aberrant mucosal abnormality findings, ranging from mild irritations to extremely fatal illnesses. Prompt ident…
CBAM Integrated Attention Driven Model For Betel Leaf Diseases Classification With Explainable AI
Sumaiya Tabassum, Md. Faysal Ahamed
Betel leaf is an important crop because of its economic advantages and widespread use. Its betel vines are susceptible to a number of illnesses that are commonly referred to as bet…