Improving Object Detection Performance through YOLOv8: A Comprehensive Training and Evaluation Study

Rana Poureskandar; Shiva Razzagzadeh

Improving Object Detection Performance through YOLOv8: A Comprehensive Training and Evaluation Study

Computer Vision and Pattern Recognition 2025-05-19 v1 Artificial Intelligence Machine Learning

Authors: Rana Poureskandar , Shiva Razzagzadeh

Abstract

This study evaluated the performance of a YOLOv8-based segmentation model for detecting and segmenting wrinkles in facial images.

Keywords

object detection

Cite

@article{arxiv.2505.11424,
  title  = {Improving Object Detection Performance through YOLOv8: A Comprehensive Training and Evaluation Study},
  author = {Rana Poureskandar and Shiva Razzagzadeh},
  journal= {arXiv preprint arXiv:2505.11424},
  year   = {2025}
}