Vehicle Exhaust Estimation Using YOLOv7 and Support Vector Regression with Image Features

Vehicle exhaust is a major source of air pollution that contributes to environmental degradation and poses risks to public health. This paper presents an image-based method to estimate opacity (OP) and particulate matter (PM) from vehicle exhaust. In the proposed method, YOLOv7 was used to identify...

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Bibliographic Details
Main Authors: Yun-Sin Lin, Ting-Yu Chen, Jiun-Jian Liaw, Hsi-Hsien Yang, Cheng-Hsiung Hsieh
Format: Article
Language:English
Published: MDPI AG 2025-02-01
Series:Information
Subjects:
Online Access:https://www.mdpi.com/2078-2489/16/3/168
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