Institutionalising the People's Vehicle

Authors

  • Krishna Gandhi  Data Analyst, LA Esfera, Mumbai, Maharashtra, India
  • Reema Shah  Co-Founder, LA Esfera, Mumbai, Maharashtra, India

Keywords:

Deep Learning, Object Detection, Sensors, Distance Measurement, White Line Tracing, Sensors.

Abstract

Exploiting the Object Detection Methodology, the solution is expected to detect vehicles, obstacles or threats in the vicinity; also read the lane markings. It has the potential to ensure safety by monitoring and complying to lane discipline using cameras and sensors. With defined thresholds, the solution ensures an immediate guided action in case of any breach (example a Buzzer Alert to the Driver). This will help drivers to remain alert and prevent potential mishaps.

References

  1. Ayesha Younis, Real-Time Object Detection Using Pre-Trained Deep Learning Models MobileNet-SSD CCS Concepts •Computing methodologies➝Artificial intelligence➝ Computer vision➝Computer vision problems➝Object detection Keywords
  2. https://towardsdatascience.com/the-w3h-of-alexnet-vggnet-resnet-and-inception-7baaaecccc96#:~:text=ResNet%20addresses%20this%20network%20by,Identity%20shortcut%20and%20Projection%20shortcut.&text=Resnet18%20has%20around%2011%20million,3x3%20(just%20like%20VGGNet). I. S. Jacobs and C. P. Bean, “Fine particles, thin films and exchange anisotropy,” in Magnetism, vol. III, G. T. Rado and H. Suhl, Eds. New York: Academic, 1963, pp. 271–350.
  3. Shou-tao Xu and Xindong Wu, “Object Detection with Deep Learning: A review, ”
  4. Jose Llames, Pedro Lerones, Roberto Medina, Eduardo zalama, jaime Gomez, “Classification of Archetiectural Hertitage and Images Using Deep Learning techniques” applied Science..
  5. Abdelmogit Zaarane, Ibtissam Slimani, Abdellatif Hamdoun, Issam Atouf, “Vehicle to vehicle distance measuremet for self driving car,” 2019 6th International Conference on Control, Decision, and Information Technologies Paris, France.
  6. Deepak Sharma, Rishabh Singh, Harjeet Singh Matharu,”Line Tracking Robotic Vehicle”, International Journal of Science and Research..
  7. Rodi Murad, Andrew Jones, Jeremy Straub,”Use of computer vision for white line detection for robotics applications.”, International Journal of Science and Research..

IInternational Journal of Scientific Research in Computer Science, Engineering and Information Technology

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Published

2021-03-13

Issue

Volume 8, Issue 2, March-April-2021

Section

Research Articles

License

Copyright (c) IJSRCSEIT

Creative Commons License

This work is licensed under a Creative Commons Attribution 4.0 International License.

How to Cite

[1]
Krishna Gandhi, Reema Shah, " Institutionalising the People's Vehicle" International Journal of Scientific Research in Computer Science, Engineering and Information Technology(IJSRCSEIT), ISSN : 2456-3307, Volume 8, Issue 2, pp.01-04, March-April-2021.