Real-time Object Detection Performance Analysis Using YOLOv7 on Edge Devices

被引：0
|
作者：
Santos, Ricardo C. Camara De M. [1 ]
Coelho, Mateus [1 ]
Oliveira, Ricardo [1 ]
机构：
[1] Laborat Rio iMobilis, Universidade Federal de Ouro Preto, Brazil
来源：
IEEE Latin America Transactions | 2024年 / 22卷 / 10期
关键词：
Compendex;
D O I：
10.1109/TLA.2024.10705971
中图分类号：
学科分类号：
摘要：
Benchmarking - Graphics processing unit - Security systems
引用
收藏
页码：799 / 805
相关论文
共 50 条
  • [41] A real-time object detection method for underwater complex environments based on FasterNet-YOLOv7
    Qing Yang
    Huijuan Meng
    Yuchen Gao
    Dexin Gao
    Journal of Real-Time Image Processing, 2024, 21
  • [42] A Comparative Study on the Object Detection of Deposited Marine Debris (DMD) Using YOLOv5 and YOLOv7 Models
    Park, Ganghyun
    Kang, Jonggu
    Kim, Geunah
    Choi, Soyeon
    Jang, Seonwoong
    Bak, Suho
    Gong, Shinwoo
    Kwak, Jiwoo
    Lee, Yangwon
    KOREAN JOURNAL OF REMOTE SENSING, 2022, 38 (06) : 1643 - 1652
  • [43] FR-YOLOv7: feature enhanced YOLOv7 for rotated small object detection in aerial images
    Tang, Xue
    Deng, Hao
    Liu, Guihua
    Li, Guilin
    Li, Qiuheng
    Zhao, Junqin
    Zhou, Yuan
    MEASUREMENT SCIENCE AND TECHNOLOGY, 2024, 35 (11)
  • [44] Real-Time Enumeration of Metro Passenger Volume Using Anchor-Free Object Detection Network on Edge Devices
    Zheng, Zhongxing
    Liu, Weiming
    Wang, Heng
    Fan, Guici
    Dai, Yuan
    IEEE ACCESS, 2021, 9 : 21593 - 21603
  • [45] Characterization of Real-Time Object Detection Workloads on Vehicular Edge
    Tang, Sihai
    Whitney, Kaitlynn
    Wang, Benjamin
    Fu, Song
    Yang, Qing
    2022 FIFTH INTERNATIONAL CONFERENCE ON CONNECTED AND AUTONOMOUS DRIVING (METROCAD 2022), 2022, : 30 - 38
  • [46] Visually impaired object segmentation and detection using hybrid Canny edge detector, Hough transform, and improved momentum search in YOLOv7
    Sugashini, T.
    Balakrishnan, G.
    SIGNAL IMAGE AND VIDEO PROCESSING, 2024, 18 (SUPPL 1) : 251 - 265
  • [47] Study on Lightweight Model of Maize Seedling Object Detection Based on YOLOv7
    Zhao, Kai
    Zhao, Lulu
    Zhao, Yanan
    Deng, Hanbing
    APPLIED SCIENCES-BASEL, 2023, 13 (13):
  • [48] Pelee: A Real-Time Object Detection System on Mobile Devices
    Wang, Robert J.
    Li, Xiang
    Ling, Charles X.
    ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 31 (NIPS 2018), 2018, 31
  • [49] Improved YOLOv7 Small Object Detection Algorithm for Seaside Aerial Images
    Yu, Miao
    Jia, YinShan
    ARTIFICIAL INTELLIGENCE AND ROBOTICS, ISAIR 2023, 2024, 1998 : 483 - 491
  • [50] Improved feature extraction network in lightweight YOLOv7 model for real-time vehicle detection on low-cost hardware
    Andika, Johan Lela
    Khairuddin, Anis Salwa Mohd
    Ramiah, Harikrishnan
    Kanesan, Jeevan
    JOURNAL OF REAL-TIME IMAGE PROCESSING, 2024, 21 (03)
12345