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Call for Papers:Vol.11 Issue.4

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Title: :  Passenger Evaluation in college bus using ML
PaperId: :  23161
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 10 Issue 2 2024
DUI:    16.0415/IJARIIE-23161
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Mr.A.A.ShaikhP. Dr. V. V. P. Polytechnic, Loni
Ms.Kadu AkshtaP. Dr. V. V. P. Polytechnic, Loni
Ms.Pawar IshwariP. Dr. V. V. P. Polytechnic, Loni
Mr.Bagwan Anas P. Dr. V. V. P. Polytechnic, Loni
Ms. Chopade RutujaP. Dr. V. V. P. Polytechnic, Loni

Abstract

Computer Engineering
YCBCR Model, Convolution Neural Network, Decision Tree, Face Recognition, Passenger evaluation.
The majority of university students commute between locations using the bus that the administration of the university provides. In order to improve the quality of bus services, analysis is needed to determine factors like the number of passengers and personal information about students or unknown individuals. This research study aims to construct a face recognition system based on student faces using convolution neural networks and the opencv environment. Additionally, it tests and validates the built system's performance for face categorization and passenger evaluation. Additionally, this system can use the Internet of Things to store passenger information in a MySQL database. This system uses the camera on a mobile phone with the assistance of the Droid Cam application, which supports libraries used for face recognition and classification, like OpenCV and face recognition, which is enhanced by the Convolution neural network model. In order to record the data in the database, this project can recognize the faces of the passengers as soon as they board the bus and identify whether they are students or unidentified individuals.

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IJARIIE Mr.A.A.Shaikh, Ms.Kadu Akshta, Ms.Pawar Ishwari, Mr.Bagwan Anas , and Ms. Chopade Rutuja. "Passenger Evaluation in college bus using ML" International Journal Of Advance Research And Innovative Ideas In Education Volume 10 Issue 2 2024 Page 2929-2936
MLA Mr.A.A.Shaikh, Ms.Kadu Akshta, Ms.Pawar Ishwari, Mr.Bagwan Anas , and Ms. Chopade Rutuja. "Passenger Evaluation in college bus using ML." International Journal Of Advance Research And Innovative Ideas In Education 10.2(2024) : 2929-2936.
APA Mr.A.A.Shaikh, Ms.Kadu Akshta, Ms.Pawar Ishwari, Mr.Bagwan Anas , & Ms. Chopade Rutuja. (2024). Passenger Evaluation in college bus using ML. International Journal Of Advance Research And Innovative Ideas In Education, 10(2), 2929-2936.
Chicago Mr.A.A.Shaikh, Ms.Kadu Akshta, Ms.Pawar Ishwari, Mr.Bagwan Anas , and Ms. Chopade Rutuja. "Passenger Evaluation in college bus using ML." International Journal Of Advance Research And Innovative Ideas In Education 10, no. 2 (2024) : 2929-2936.
Oxford Mr.A.A.Shaikh, Ms.Kadu Akshta, Ms.Pawar Ishwari, Mr.Bagwan Anas , and Ms. Chopade Rutuja. 'Passenger Evaluation in college bus using ML', International Journal Of Advance Research And Innovative Ideas In Education, vol. 10, no. 2, 2024, p. 2929-2936. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/Passenger_Evaluation_in_college_bus_using_ML_ijariie23161.pdf (Accessed : 27 August 2024).
Harvard Mr.A.A.Shaikh, Ms.Kadu Akshta, Ms.Pawar Ishwari, Mr.Bagwan Anas , and Ms. Chopade Rutuja. (2024) 'Passenger Evaluation in college bus using ML', International Journal Of Advance Research And Innovative Ideas In Education, 10(2), pp. 2929-2936IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/Passenger_Evaluation_in_college_bus_using_ML_ijariie23161.pdf (Accessed : 27 August 2024)
IEEE Mr.A.A.Shaikh, Ms.Kadu Akshta, Ms.Pawar Ishwari, Mr.Bagwan Anas , and Ms. Chopade Rutuja, "Passenger Evaluation in college bus using ML," International Journal Of Advance Research And Innovative Ideas In Education, vol. 10, no. 2, pp. 2929-2936, Mar-App 2024. [Online]. Available: http://ijariie.com/AdminUploadPdf/Passenger_Evaluation_in_college_bus_using_ML_ijariie23161.pdf [Accessed : 27 August 2024].
Turabian Mr.A.A.Shaikh, Ms.Kadu Akshta, Ms.Pawar Ishwari, Mr.Bagwan Anas , and Ms. Chopade Rutuja. "Passenger Evaluation in college bus using ML." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 10 number 2 (27 August 2024).
Vancouver Mr.A.A.Shaikh, Ms.Kadu Akshta, Ms.Pawar Ishwari, Mr.Bagwan Anas , and Ms. Chopade Rutuja. Passenger Evaluation in college bus using ML. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2024 [Cited : 27 August 2024]; 10(2) : 2929-2936. Available from: http://ijariie.com/AdminUploadPdf/Passenger_Evaluation_in_college_bus_using_ML_ijariie23161.pdf
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