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Title: :  PORTABLE DEVICE FOR VEHICLE COUNTING, CLASSIFICATION AND SPEED MEASUREMENT
PaperId: :  9761
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 5 Issue 2 2019
DUI:    16.0415/IJARIIE-9761
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
MADHURA BHAVSARSHRI RAMDEOBABA COLLEGE OF ENGINEERING AND MANAGEMENT, NAGPUR
MANSI PARHADKARSHRI RAMDEOBABA COLLEGE OF ENGINEERING AND MANAGEMENT, NAGPUR
PARICHAY GYANCHANDANISHRI RAMDEOBABA COLLEGE OF ENGINEERING AND MANAGEMENT, NAGPUR
ASHISH TIWARISHRI RAMDEOBABA COLLEGE OF ENGINEERING AND MANAGEMENT, NAGPUR
AJINKYA NILAWARSHRI RAMDEOBABA COLLEGE OF ENGINEERING AND MANAGEMENT, NAGPUR

Abstract

ELECTRONICS AND COMMUNICATION ENGINEERING
Counting, Classification, Speed Measurement, OpenCV, TensorFlow
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.

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IJARIIE 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 Volume 5 Issue 2 2019 Page 813-819
MLA 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 5.2(2019) : 813-819.
APA MADHURA BHAVSAR, MANSI PARHADKAR, PARICHAY GYANCHANDANI, ASHISH TIWARI, & AJINKYA NILAWAR. (2019). PORTABLE DEVICE FOR VEHICLE COUNTING, CLASSIFICATION AND SPEED MEASUREMENT. International Journal Of Advance Research And Innovative Ideas In Education, 5(2), 813-819.
Chicago 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 5, no. 2 (2019) : 813-819.
Oxford 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, 2019, p. 813-819. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/PORTABLE_DEVICE_FOR_VEHICLE_COUNTING__CLASSIFICATION_AND_SPEED_MEASUREMENT_ijariie9761.pdf (Accessed : 08 September 2023).
Harvard MADHURA BHAVSAR, MANSI PARHADKAR, PARICHAY GYANCHANDANI, ASHISH TIWARI, and AJINKYA NILAWAR. (2019) 'PORTABLE DEVICE FOR VEHICLE COUNTING, CLASSIFICATION AND SPEED MEASUREMENT', International Journal Of Advance Research And Innovative Ideas In Education, 5(2), pp. 813-819IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/PORTABLE_DEVICE_FOR_VEHICLE_COUNTING__CLASSIFICATION_AND_SPEED_MEASUREMENT_ijariie9761.pdf (Accessed : 08 September 2023)
IEEE 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, Mar-App 2019. [Online]. Available: https://ijariie.com/AdminUploadPdf/PORTABLE_DEVICE_FOR_VEHICLE_COUNTING__CLASSIFICATION_AND_SPEED_MEASUREMENT_ijariie9761.pdf [Accessed : 08 September 2023].
Turabian 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 [Online]. volume 5 number 2 (08 September 2023).
Vancouver 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 [Internet]. 2019 [Cited : 08 September 2023]; 5(2) : 813-819. Available from: https://ijariie.com/AdminUploadPdf/PORTABLE_DEVICE_FOR_VEHICLE_COUNTING__CLASSIFICATION_AND_SPEED_MEASUREMENT_ijariie9761.pdf
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