Research on a UAV-View Object-Detection Method Based on YOLOv7-Tiny

Research on a UAV-View Object-Detection Method Based on YOLOv7-Tiny

To address the issues of missed and false detections caused by small object sizes, dense object distribution, and complex scenes in drone aerial images, this study proposes a drone-view object-detection algorithm based on YOLOv7-tiny with a Partial_C_Detect detection head. The algorithm’s performanc...

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Bibliographic Details
Main Authors: Yuyang Miao, Xihan Wang, Ning Zhang, Kai Wang, Lianhe Shao, Quanli Gao
Format: Article
Language:English
Published: MDPI AG 2024-12-01
Series:Applied Sciences
Subjects:
UAV view
object detection
YOLOv7-tiny
AKConv
attention mechanism
Online Access:https://www.mdpi.com/2076-3417/14/24/11929
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