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Title: :  RUMMAGING FREE PARKING SPACES USING MASK R-CNN IMPLEMENTATION
PaperId: :  14912
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 7 Issue 4 2021
DUI:    16.0415/IJARIIE-14912
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Pragathi B.RDayananda Sagar Academy of Technology and Management
Priyanka ManujaDayananda Sagar Academy of Technology and Management
Rakshat Sinha Dayananda Sagar Academy of Technology and Management
Satyam AnandDayananda Sagar Academy of Technology and Management
Mr. Karthik S.ADayananda Sagar Academy of Technology and Management

Abstract

Information Science Engineering
Parking Space Detection, CNN, Mask R-CNN, COCO Dataset, Detection
What’s one thing we all city folks witness in our day-to-day life? Yes, that's right it's Traffic, and one of the main reasons for that is the inconvenient way of parking vehicles, leading to more congestion on roads. The rise of car ownership has created an imbalance between the parking demand and supply. Parking spaces are expensive to build and the parking fee is hiking up day by day. It is hard to enforce and drivers spend an excessive amount of money and time in search of vacant lots. Here, we are proposing a project where our main goal is to detect occupied and empty parking spaces. This project develops a smart parking system through video data analysis using deep learning techniques that automatically determine the availability of vacant parking spaces. For automatic recognition of parking spaces, we are using the Mask R-CNN architecture, on data obtained from video footage. We are using a Preprocessed Region-based Convolutional Neural Network (Mask R-CNN) to mark the parking position on the input image of a full parking lot. And all this can be done with something as simple as a smartphone camera and can notify the user when a parking space is available, via a text message. At the end of the day, we intend to give the best solution for all the parking problems faced in our local area at the least.

Citations

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IJARIIE Pragathi B.R, Priyanka Manuja, Rakshat Sinha , Satyam Anand, and Mr. Karthik S.A. "RUMMAGING FREE PARKING SPACES USING MASK R-CNN IMPLEMENTATION" International Journal Of Advance Research And Innovative Ideas In Education Volume 7 Issue 4 2021 Page 474-480
MLA Pragathi B.R, Priyanka Manuja, Rakshat Sinha , Satyam Anand, and Mr. Karthik S.A. "RUMMAGING FREE PARKING SPACES USING MASK R-CNN IMPLEMENTATION." International Journal Of Advance Research And Innovative Ideas In Education 7.4(2021) : 474-480.
APA Pragathi B.R, Priyanka Manuja, Rakshat Sinha , Satyam Anand, & Mr. Karthik S.A. (2021). RUMMAGING FREE PARKING SPACES USING MASK R-CNN IMPLEMENTATION. International Journal Of Advance Research And Innovative Ideas In Education, 7(4), 474-480.
Chicago Pragathi B.R, Priyanka Manuja, Rakshat Sinha , Satyam Anand, and Mr. Karthik S.A. "RUMMAGING FREE PARKING SPACES USING MASK R-CNN IMPLEMENTATION." International Journal Of Advance Research And Innovative Ideas In Education 7, no. 4 (2021) : 474-480.
Oxford Pragathi B.R, Priyanka Manuja, Rakshat Sinha , Satyam Anand, and Mr. Karthik S.A. 'RUMMAGING FREE PARKING SPACES USING MASK R-CNN IMPLEMENTATION', International Journal Of Advance Research And Innovative Ideas In Education, vol. 7, no. 4, 2021, p. 474-480. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/RUMMAGING_FREE_PARKING_SPACES_USING_MASK_R_CNN_IMPLEMENTATION_ijariie14912.pdf (Accessed : ).
Harvard Pragathi B.R, Priyanka Manuja, Rakshat Sinha , Satyam Anand, and Mr. Karthik S.A. (2021) 'RUMMAGING FREE PARKING SPACES USING MASK R-CNN IMPLEMENTATION', International Journal Of Advance Research And Innovative Ideas In Education, 7(4), pp. 474-480IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/RUMMAGING_FREE_PARKING_SPACES_USING_MASK_R_CNN_IMPLEMENTATION_ijariie14912.pdf (Accessed : )
IEEE Pragathi B.R, Priyanka Manuja, Rakshat Sinha , Satyam Anand, and Mr. Karthik S.A, "RUMMAGING FREE PARKING SPACES USING MASK R-CNN IMPLEMENTATION," International Journal Of Advance Research And Innovative Ideas In Education, vol. 7, no. 4, pp. 474-480, Jul-Aug 2021. [Online]. Available: https://ijariie.com/AdminUploadPdf/RUMMAGING_FREE_PARKING_SPACES_USING_MASK_R_CNN_IMPLEMENTATION_ijariie14912.pdf [Accessed : ].
Turabian Pragathi B.R, Priyanka Manuja, Rakshat Sinha , Satyam Anand, and Mr. Karthik S.A. "RUMMAGING FREE PARKING SPACES USING MASK R-CNN IMPLEMENTATION." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 7 number 4 ().
Vancouver Pragathi B.R, Priyanka Manuja, Rakshat Sinha , Satyam Anand, and Mr. Karthik S.A. RUMMAGING FREE PARKING SPACES USING MASK R-CNN IMPLEMENTATION. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2021 [Cited : ]; 7(4) : 474-480. Available from: https://ijariie.com/AdminUploadPdf/RUMMAGING_FREE_PARKING_SPACES_USING_MASK_R_CNN_IMPLEMENTATION_ijariie14912.pdf
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