Effective recognition design in 8-ball billiards vision systems for training purposes based on Xception network modified by improved Chaos African Vulture Optimizer

Abstract This research paper presents a comprehensive investigation into the utilization of color image processing technologies and deep learning algorithms in the development of a robot vision system specifically designed for 8-ball billiards. The sport of billiards, with its various games and ball...

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Bibliographic Details
Main Authors: WenKai Pan, Dong Zhu, Jutao Wang, Haiyan Zhu
Format: Article
Language:English
Published: Nature Portfolio 2024-06-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-024-63955-3