3 papers
cs.CV2025
YOLOv4: A Breakthrough in Real-Time Object Detection
Athulya Sundaresan Geetha
YOLOv4 achieved the best performance on the COCO dataset by combining advanced techniques for regression (bounding box positioning) and classification (object class identification)…
cs.CV2025
Performance of YOLOv7 in Kitchen Safety While Handling Knife
Athulya Sundaresan Geetha
Safe knife practices in the kitchen significantly reduce the risk of cuts, injuries, and serious accidents during food preparation. Using YOLOv7, an advanced object detection model…
cs.CV2024
What is YOLOv6? A Deep Insight into the Object Detection Model
Athulya Sundaresan Geetha
This work explores the YOLOv6 object detection model in depth, concentrating on its design framework, optimization techniques, and detection capabilities. YOLOv6's core elements co…