Smart Car Revolution Using ML

This project aims to demonstrate the prototype of a monocular driverless car model using the latest OpenCV2 and machine learning technologies. Smart Car are smart vehicles that reduce human intervention, thus reducing the risk of accidents and making transportation safer, easier and more efficient always. This model car will be able to detect road lines, signs, traffic lights, and traffic timing. Raspberry Pi is the central operating system used with devices such as Arduino UNO, L298 H-Bridge and raspi Cam2 to provide the control we need for our car. Algorithms such as lane detection, object detection, Canny edge detection, and Harr cascade classifier are combined with computer vision to assign appropriate tasks to the car.

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-06-23
DOI
https://doi.org/10.5281/zenodo.15719107
Primary Topic
Cell Image Analysis Techniques
Type
article
Field-Weighted Citation Impact
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article

Smart Car Revolution Using ML

Zenodo (CERN European Organization for Nuclear Research)
Cell Image Analysis Techniques
article

Smart Car Revolution Using ML

article en

Abstract

This project aims to demonstrate the prototype of a monocular driverless car model using the latest OpenCV2 and machine learning technologies. Smart Car are smart vehicles that reduce human intervention, thus reducing the risk of accidents and making transportation safer, easier and more efficient always. This model car will be able to detect road lines, signs, traffic lights, and traffic timing. Raspberry Pi is the central operating system used with devices such as Arduino UNO, L298 H-Bridge and raspi Cam2 to provide the control we need for our car. Algorithms such as lane detection, object detection, Canny edge detection, and Harr cascade classifier are combined with computer vision to assign appropriate tasks to the car.

Zenodo (CERN European Organization for Nuclear Research)
Good health and well-being
Openalex Percentile: Top 58%
Cell Image Analysis Techniques
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Smart Car Revolution Using ML · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS