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Improved YOLOv8 Model for a Comprehensive Approach to Object Detection and Distance Estimation

The rapid advancements in deep learning have revolutionized the field of computer vision. However, despite the significant progress in computer vision, there remains a scarcity of research focused on utilizing this technology for distance estimation. Exploring such studies can bring immense convenie...

Ausführliche Beschreibung

Gespeichert in:
Hauptverfasser: Zu Jun Khow, Yi-Fei Tan, Hezerul Abdul Karim, Hairul Azhar Abdul Rashid
Format: Artigo
Sprache:Inglês
Veröffentlicht: IEEE 2024-01-01
Schriftenreihe:IEEE Access
Schlagworte:
You only look once (YOLO)
deep learning
object detection
distance estimation
attention module
loss function
Online-Zugang:https://ieeexplore.ieee.org/document/10517525/
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