PORTABLE DEVICE FOR VEHICLE COUNTING, CLASSIFICATION AND SPEED MEASUREMENT

MADHURA BHAVSAR; MANSI PARHADKAR; PARICHAY GYANCHANDANI; ASHISH TIWARI; AJINKYA NILAWAR

PORTABLE DEVICE FOR VEHICLE COUNTING, CLASSIFICATION AND SPEED MEASUREMENT

March 2019

Vol-5, Issue-2

Paper ID: 9761

ISSN: 2395-4396

Downloads: 0

Abstract & Details

Research Area

ELECTRONICS AND COMMUNICATION ENGINEERING

Keywords

Counting Classification Speed Measurement OpenCV TensorFlow

Abstract

This paper focuses on the development of a portable roadside device for vehicle counting, classification and speed measurement which are necessary parameters for planning modern intelligent transport system. The system consists of Raspberry Pi and camera for capturing video. The system is implemented with Python & Machine Learning algorithm implemented using TensorFlow API libraries. While implementing the code the vehicles present in the video frame are classified and the ones crossing the region of interest (ROI) are detected and their speed is measured. Finally, it is observed that the system is capable of performing the tasks of vehicle counting, classification and speed measurement with an accuracy of 70-80%. The developed system can be helpful for traffic flow management and the results show that it can be implemented practically for monitoring the traffic.

License

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Author Information

#	Name	Institute / Affiliation
1	MADHURA BHAVSAR	SHRI RAMDEOBABA COLLEGE OF ENGINEERING AND MANAGEMENT, NAGPUR
2	MANSI PARHADKAR	SHRI RAMDEOBABA COLLEGE OF ENGINEERING AND MANAGEMENT, NAGPUR
3	PARICHAY GYANCHANDANI	SHRI RAMDEOBABA COLLEGE OF ENGINEERING AND MANAGEMENT, NAGPUR
4	ASHISH TIWARI	SHRI RAMDEOBABA COLLEGE OF ENGINEERING AND MANAGEMENT, NAGPUR
5	AJINKYA NILAWAR	SHRI RAMDEOBABA COLLEGE OF ENGINEERING AND MANAGEMENT, NAGPUR

How to Cite

Use the following formats to cite this article in your research.

APA Style

BHAVSAR, MADHURA, PARHADKAR, MANSI, GYANCHANDANI, PARICHAY, TIWARI, ASHISH, & NILAWAR, AJINKYA (2019). PORTABLE DEVICE FOR VEHICLE COUNTING, CLASSIFICATION AND SPEED MEASUREMENT. International Journal of Advance Research and Innovative Ideas In Education, 5(2), 813-819.

MLA Style

BHAVSAR, MADHURA, et al. "PORTABLE DEVICE FOR VEHICLE COUNTING, CLASSIFICATION AND SPEED MEASUREMENT." International Journal of Advance Research and Innovative Ideas In Education, vol. 5, no. 2, 2019, pp. 813-819.

IEEE Style

MADHURA BHAVSAR, MANSI PARHADKAR, PARICHAY GYANCHANDANI, ASHISH TIWARI, and AJINKYA NILAWAR, "PORTABLE DEVICE FOR VEHICLE COUNTING, CLASSIFICATION AND SPEED MEASUREMENT," International Journal of Advance Research and Innovative Ideas In Education, vol. 5, no. 2, pp. 813-819, 2019.

Vancouver Style

BHAVSAR MADHURA, PARHADKAR MANSI, GYANCHANDANI PARICHAY, TIWARI ASHISH, NILAWAR AJINKYA. PORTABLE DEVICE FOR VEHICLE COUNTING, CLASSIFICATION AND SPEED MEASUREMENT. International Journal of Advance Research and Innovative Ideas In Education. 2019;5(2):813-819.

Harvard Style

BHAVSAR, MADHURA, PARHADKAR, MANSI, GYANCHANDANI, PARICHAY, TIWARI, ASHISH, & NILAWAR, AJINKYA (2019) 'PORTABLE DEVICE FOR VEHICLE COUNTING, CLASSIFICATION AND SPEED MEASUREMENT', International Journal of Advance Research and Innovative Ideas In Education, 5(2), pp. 813-819.

Chicago Style

BHAVSAR, MADHURA, et al. "PORTABLE DEVICE FOR VEHICLE COUNTING, CLASSIFICATION AND SPEED MEASUREMENT." International Journal of Advance Research and Innovative Ideas In Education 5, no. 2 (2019): 813-819.

Turabian Style

BHAVSAR, MADHURA, et al. "PORTABLE DEVICE FOR VEHICLE COUNTING, CLASSIFICATION AND SPEED MEASUREMENT." International Journal of Advance Research and Innovative Ideas In Education 5, no. 2 (2019): 813-819.