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INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT International Peer Reviewed & Refereed Journals, Open Access Journal ISSN Approved Journal No: 2456-4184 | Impact factor: 8.76 | ESTD Year: 2016 Scholarly open access journals, Peer-reviewed, and Refereed Journals, Impact factor 8.76 (Calculate by google scholar and Semantic Scholar | AI-Powered Research Tool) , Multidisciplinary, Monthly, Indexing in all major database & Metadata, Citation Generator, Digital Object Identifier(DOI) |
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| Paper Title: | Autonomous Car Simulation Using Machine Learning |
| Authors Name: | Dhinesh Kumar , Aadi Shankar , Sai Puneeth Sadam , Syed Fakruddin |
| Download E-Certificate: | Download |
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IJNRD_218350
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| Published Paper Id: | IJNRD2404630 |
| Published In: | Volume 9 Issue 4, April-2024 |
| DOI: | |
| Abstract: | In this research endeavor, we present a comprehensive study on the development of an autonomous car system leveraging advanced machine learning techniques. The primary focus of our investigation encompasses three pivotal aspects: firstly, the prediction of bullock carts within the vehicular environment; secondly, the anticipation of abnormal speed vehicles for timely and appropriate responses; and finally, the prediction of unfamiliar vehicles to enhance the overall adaptability and safety of the autonomous system. Our approach integrates cutting-edge machine learning algorithms, drawing upon computer vision and sensor data processing methodologies, to accurately predict and respond to the presence of bullock carts, vehicles displaying abnormal speeds, and those that are unfamiliar to the autonomous car system. Through rigorous experimentation and validation, we demonstrate the efficacy of our proposed model in real-world scenarios, highlighting its potential contributions to the advancement of autonomous driving technology. This research provides valuable insights into enhancing the predictive capabilities of autonomous vehicles, contributing to the broader field of intelligent transportation systems. |
| Keywords: | Computer vision, Deep learning, Bullock cart ,Reinforcement learning, Convolutional Neural Networks |
| Cite Article: | "Autonomous Car Simulation Using Machine Learning", International Journal of Novel Research and Development (www.ijnrd.org), ISSN:2456-4184, Vol.9, Issue 4, page no.g273-g279, April-2024, Available :http://www.ijnrd.org/papers/IJNRD2404630.pdf |
| Downloads: | 00023 |
| ISSN: |
2456-4184 | IMPACT FACTOR: 8.76 Calculated By Google Scholar| ESTD YEAR: 2016 An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.76 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator |
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Published Paper ID:IJNRD2404630 Registration ID: 218350 Published In: Volume 9 Issue 4, April-2024 DOI (Digital Object Identifier): Page No: g273-g279 Country: Srikakulam, Andhra Pradesh, India Research Area: Engineering Publisher : IJ Publication Published Paper URL : https://www.ijnrd.org/viewpaperforall?paper=IJNRD2404630 Published Paper PDF: https://www.ijnrd.org/papers/IJNRD2404630 |
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ISSN: 2456-4184
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