Call for Papers:Vol.10 Issue.6

Submission
Last date		 30-Dec-2024
Acceptance Status In One Day
Paper Publish In Two Days
Submit ManuScript

News & Updates

Submit Article

Dear Authors, Article publish in our journal for Volume-10,Issue-6. For article submission on below link: Submit Manuscript


Join As Board

Dear Reviewer, You can join our Reviewer team without given any charges in our journal. Submit Details on below link: Join As Board


Paper Publication Charges

IJARIIE APP
Download Android App

For Authors

Archives

IJARIIE Board

Downloads

Android App

Download IJARIIE APP

Authors

Title: :  CAR PARKING SLOT DETECTION USING COMPUTER VISION
PaperId: :  21844
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 9 Issue 5 2023
DUI:    16.0415/IJARIIE-21844
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
HARIPRIYA RBANNARI AMMAN INSTITUTE OF TECHNOLOGY
SUTHARSAN MBANNARI AMMAN INSTITUTE OF TECHNOLOGY
DHARANIENDRAN PBANNARI AMMAN INSTITUTE OF TECHNOLOGY
THARUN JBANNARI AMMAN INSTITUTE OF TECHNOLOGY

Abstract

INFORMATION TECHNOLOGY
MACHINE LEARNING, DEEP LEARNING, PYTHON LIBRARIES, MARK R-CNN, NUMPY
Car parking slot detection using computer vision is a project aimed at automating the process of detecting vacant parking spaces in a parking lot. With the increasing number of vehicles and limited parking space availability, this project addresses the need for efficient parking management systems. The project utilizes computer vision techniques to analyze real-time video feed from surveillance cameras installed in the parking lot. The proposed system employs image processing algorithms and machine learning models to detect and classify parking spaces as occupied or vacant. The process begins with the acquisition of video frames from the camera feed. Preprocessing techniques such as image enhancement, noise reduction, and image segmentation are applied to extract relevant features and isolate parking spaces. Various computer vision algorithms, such as edge detection and contour analysis, are employed to identify and localize individual parking slots. To classify the status of each parking slot (occupied or vacant), a machine learning model is trained using a labeled dataset. The model is designed to learn the visual characteristics of occupied and vacant parking spaces, enabling accurate classification. Popular machine learning algorithms like convolutional neural networks (CNNs) or support vector machines (SVMs) can be employed for this purpose. Once the classification is performed, the system generates a real-time visualization of the parking lot, highlighting the occupied and vacant parking spaces. This information can be displayed on electronic boards, mobile applications, or integrated into existing parking management systems, providing users with up-to-date parking availability information. The implementation of car parking slot detection using computer vision offers several benefits. It improves parking lot management efficiency by automating the detection process, reducing the need for manual monitoring. Additionally, it enhances the overall user experience by providing real-time parking availability information, reducing the time spent searching for a vacant parking space. In conclusion, this project leverages computer vision techniques and machine learning models to develop a robust system for car parking slot detection.

Citations

Copy and paste a formatted citation or use one of the links to import into a bibliography manager and reference.

IJARIIE HARIPRIYA R, SUTHARSAN M, DHARANIENDRAN P, and THARUN J. "CAR PARKING SLOT DETECTION USING COMPUTER VISION" International Journal Of Advance Research And Innovative Ideas In Education Volume 9 Issue 5 2023 Page 2154-2159
MLA HARIPRIYA R, SUTHARSAN M, DHARANIENDRAN P, and THARUN J. "CAR PARKING SLOT DETECTION USING COMPUTER VISION." International Journal Of Advance Research And Innovative Ideas In Education 9.5(2023) : 2154-2159.
APA HARIPRIYA R, SUTHARSAN M, DHARANIENDRAN P, & THARUN J. (2023). CAR PARKING SLOT DETECTION USING COMPUTER VISION. International Journal Of Advance Research And Innovative Ideas In Education, 9(5), 2154-2159.
Chicago HARIPRIYA R, SUTHARSAN M, DHARANIENDRAN P, and THARUN J. "CAR PARKING SLOT DETECTION USING COMPUTER VISION." International Journal Of Advance Research And Innovative Ideas In Education 9, no. 5 (2023) : 2154-2159.
Oxford HARIPRIYA R, SUTHARSAN M, DHARANIENDRAN P, and THARUN J. 'CAR PARKING SLOT DETECTION USING COMPUTER VISION', International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 5, 2023, p. 2154-2159. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/CAR_PARKING_SLOT_DETECTION_USING_COMPUTER_VISION_ijariie21844.pdf (Accessed : ).
Harvard HARIPRIYA R, SUTHARSAN M, DHARANIENDRAN P, and THARUN J. (2023) 'CAR PARKING SLOT DETECTION USING COMPUTER VISION', International Journal Of Advance Research And Innovative Ideas In Education, 9(5), pp. 2154-2159IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/CAR_PARKING_SLOT_DETECTION_USING_COMPUTER_VISION_ijariie21844.pdf (Accessed : )
IEEE HARIPRIYA R, SUTHARSAN M, DHARANIENDRAN P, and THARUN J, "CAR PARKING SLOT DETECTION USING COMPUTER VISION," International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 5, pp. 2154-2159, Sep-Oct 2023. [Online]. Available: https://ijariie.com/AdminUploadPdf/CAR_PARKING_SLOT_DETECTION_USING_COMPUTER_VISION_ijariie21844.pdf [Accessed : ].
Turabian HARIPRIYA R, SUTHARSAN M, DHARANIENDRAN P, and THARUN J. "CAR PARKING SLOT DETECTION USING COMPUTER VISION." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 9 number 5 ().
Vancouver HARIPRIYA R, SUTHARSAN M, DHARANIENDRAN P, and THARUN J. CAR PARKING SLOT DETECTION USING COMPUTER VISION. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2023 [Cited : ]; 9(5) : 2154-2159. Available from: https://ijariie.com/AdminUploadPdf/CAR_PARKING_SLOT_DETECTION_USING_COMPUTER_VISION_ijariie21844.pdf
BibTex EndNote RefMan RefWorks

Number Of Downloads



Save in Google Drive

Similar-Paper

TitleArea of ResearchAuther NameAction
Enhancing Diabetic Retinopathy Management Through Personalized Recommendations with Reinforcement LearningComputer EngineeringH.M.A.I.B Herath Download
Development Of Novel Speech To Text Medical App On Patient’s Data using Artificial Intelligence and Edge Computingcomputer engineeringKriti prasad Download
The Role of Artificial Intelligence in HealthcareComputer engineeringMandla Tirumala Sai Download
Speech Sentiment Classification with MLMachine LearningSagar M Prajapathi Download
BIPOLAR AND SLEEP APNEA DETECTIONSComputer ScienceKarthik V Download
Quantum Computing in Cryptography: Revolutionizing Security in the Digital EraComputer EngineeringAnanya T Download
Exploring Audio Features for Enhanced Bird Identification Using Neural NetworksMachine LearningAshwin Bhatt Download
The Impact of Emerging Technologies on Modern E-Commercecomputer scienceAnisha shermi A Download
Transforming Emergency Response and Personalized Health Management with AI and Quantum InnovationsComputer ScienceTapaswini Kar Download
Harnessing Artificial Intelligence for the Future of Personalized HealthcareComputer EngineeringShravani A Download
Optimisation de l’apprentissage des données météorologique déséquilibrées basé sur la modélisation du formule d’Itô et le k-NNIntelligence artificiel, InformatiqueRAMAHEFY Tiana Razefania Download
Comparative Analysis of Machine Learning Techniques for Human Stress Level Prediction: Performance Metrics and InsightsBiomedical EngineeringA. Rasheedha Download
Natural Language Processing Techniques for Ranking Subjective ResponsesComputer ScienceMohammed Ayub G Download
Decision Support System for predicting Diseases using A.I.AI in HealthcareRitika Chatterjee Download
REVIEW ON MACHINE LEARNINGartificial intelligenceBHUMIKA S K Download
12