4 papers
Adaptive Hybrid Optimizer based Framework for Lumpy Skin Disease Identification
Ubaidullah, Muhammad Abid Hussain, Mohsin Raza Jafri +4
Lumpy Skin Disease (LSD) is a contagious viral infection that significantly deteriorates livestock health, thereby posing a serious threat to the global economy and food security.…
A Review of Transformer-Based Models for Computer Vision Tasks: Capturing Global Context and Spatial Relationships
Gracile Astlin Pereira, Muhammad Hussain
Transformer-based models have transformed the landscape of natural language processing (NLP) and are increasingly applied to computer vision tasks with remarkable success. These mo…
From SAM to SAM 2: Exploring Improvements in Meta's Segment Anything Model
Athulya Sundaresan Geetha, Muhammad Hussain
The Segment Anything Model (SAM), introduced to the computer vision community by Meta in April 2023, is a groundbreaking tool that allows automated segmentation of objects in image…
A Comparative Analysis of YOLOv5, YOLOv8, and YOLOv10 in Kitchen Safety
Athulya Sundaresan Geetha, Muhammad Hussain
Knife safety in the kitchen is essential for preventing accidents or injuries with an emphasis on proper handling, maintenance, and storage methods. This research presents a compar…