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...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	Electronics (Basel) Jg. 9; H. 3; S. 537
Hauptverfasser:	Zhao, Liquan, Li, Shuaiyang
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Basel MDPI AG 01.03.2020
Schlagworte:	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-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!