IMAGE CLASSIFICATION OF AUTOMOTIVE PARTS: HELICAL GEAR, BEARING, AND WHEEL

This work addresses the classification of three automotive components - wheels, bearings, and helical gears - using computer vision algorithms and deep learning. The dataset, composed of high-quality images, was obtained and reviewed to ensure the model's accuracy, which reached 90%. The system enables precise identification of the parts, contributing to the effective monitoring of components in industrial systems.

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2024-10-18
DOI
https://doi.org/10.5281/zenodo.15458656
Primary Topic
Industrial Vision Systems and Defect Detection
Type
article
Field-Weighted Citation Impact
0.00
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article

IMAGE CLASSIFICATION OF AUTOMOTIVE PARTS: HELICAL GEAR, BEARING, AND WHEEL

Zenodo (CERN European Organization for Nuclear Research)
Industrial Vision Systems and Defect Detection
article

IMAGE CLASSIFICATION OF AUTOMOTIVE PARTS: HELICAL GEAR, BEARING, AND WHEEL

article en

Abstract

This work addresses the classification of three automotive components - wheels, bearings, and helical gears - using computer vision algorithms and deep learning. The dataset, composed of high-quality images, was obtained and reviewed to ensure the model's accuracy, which reached 90%. The system enables precise identification of the parts, contributing to the effective monitoring of components in industrial systems.

Zenodo (CERN European Organization for Nuclear Research)
Industry, innovation and infrastructure
Openalex Percentile: Top 50%
Industrial Vision Systems and Defect Detection
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IMAGE CLASSIFICATION OF AUTOMOTIVE PARTS: HELICAL GEAR, BEARING, AND WHEEL · Zenodo (CERN European Organization for Nuclear Research) (2024) | TGRS Research Map | TGRS