Pedestrian detection model based on Tiny-Yolov3 architecture for wearable devices to visually impaired assistance

Pedestrian detection model based on Tiny-Yolov3 architecture for wearable devices to visually impaired assistance

Introduction: Wearable assistive devices for the visually impaired whose technology is based on video camera devices represent a challenge in rapid evolution, where one of the main problems is to find computer vision algorithms that can be implemented in low-cost embedded devices.Objectives and Meth...

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Bibliographic Details
Main Authors: Sergio-Uriel Maya-Martínez, Amadeo-José Argüelles-Cruz, Zobeida-Jezabel Guzmán-Zavaleta, Miguel-de-Jesús Ramírez-Cadena
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-03-01
Series:Frontiers in Robotics and AI
Subjects:
Tiny YOLOv3
deep learning
visual impaired
image processing
graphic processing unit
pedestrian detection
Online Access:https://www.frontiersin.org/articles/10.3389/frobt.2023.1052509/full

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https://www.frontiersin.org/articles/10.3389/frobt.2023.1052509/full

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