Object Detection Algorithm Based on Improved YOLOv3

The ‘You Only Look Once’ v3 (YOLOv3) method is among the most widely used deep learning-based object detection methods. It uses the k-means cluster method to estimate the initial width and height of the predicted bounding boxes. With this method, the estimated width and height are sensitive to the i...

Full description

Bibliographic Details

Published in:	Electronics (Basel) Vol. 9; no. 3; p. 537
Main Authors:	Zhao, Liquan, Li, Shuaiyang
Format:	Journal Article
Language:	English
Published:	Basel MDPI AG 01.03.2020
Subjects:	Accuracy Algorithms Boxes Clustering Clusters Computer simulation Datasets Deep learning Ground truth Machine learning Markov chains Methods Neural networks Object recognition Proposals
ISSN:	2079-9292, 2079-9292
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!