3 papers
cs.CV2025
A Review of YOLOv12: Attention-Based Enhancements vs. Previous Versions
Rahima Khanam, Muhammad Hussain
The YOLO (You Only Look Once) series has been a leading framework in real-time object detection, consistently improving the balance between speed and accuracy. However, integrating…
cs.CV2024
PV-faultNet: Optimized CNN Architecture to detect defects resulting efficient PV production
Eiffat E Zaman, Rahima Khanam
The global shift towards renewable energy has pushed PV cell manufacturing as a pivotal point as they are the fundamental building block of green energy. However, the manufacturing…
cs.CV2024
YOLOv11: An Overview of the Key Architectural Enhancements
Rahima Khanam, Muhammad Hussain
This study presents an architectural analysis of YOLOv11, the latest iteration in the YOLO (You Only Look Once) series of object detection models. We examine the models architectur…