top of page

News to help your R&D in artificial intelligence, machine learning, robotics, computer vision, smart hardware

As an Amazon Associate I earn

from qualifying purchases

Writer's picturemorrislee

Survey of YOLO from YOLOV1 to YOLOv8 and YOLO-NAS

Survey of YOLO from YOLOV1 to YOLOv8 and YOLO-NAS


A Comprehensive Review of YOLO: From YOLOv1 and Beyond

arXiv paper abstract https://arxiv.org/abs/2304.00501



YOLO has become a central real-time object detection system for robotics, driverless cars, and video monitoring applications.


... present a comprehensive analysis of YOLO's evolution, examining the innovations and contributions in each iteration from the original YOLO to YOLOv8 and YOLO-NAS.


... start by describing the standard metrics and postprocessing; then ... discuss the major changes in network architecture and training tricks for each model.


... summarize the essential lessons from YOLO's development and provide a perspective on its future, highlighting potential research directions to enhance real-time object detection systems.



Please like and share this post if you enjoyed it using the buttons at the bottom!


Stay up to date. Subscribe to my posts https://morrislee1234.wixsite.com/website/contact

Web site with my other posts by category https://morrislee1234.wixsite.com/website



392 views0 comments

Yorumlar


ClickBank paid link

bottom of page