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Title: :  Human counter using deep learning
PaperId: :  23907
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 10 Issue 3 2024
DUI:    16.0415/IJARIIE-23907
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Shravani BantePriyadarshini JL College Of Engineering
Kritika BadukePriyadarshini JL College Of Engineering
Prof. Manisha VaidyaPriyadarshini JL College Of Engineering
Arya KatrePriyadarshini JL College Of Engineering
Samiksha JuwarPriyadarshini JL College Of Engineering

Abstract

Artificial Intelligence
Keywords— Image Recognition, Cognitive Neural Network, People Counting and Tracking, IoT Devices, Machine Learning & Deep Learning Algorithms.
Counting people in visual inspection is a very difficult and complex problem. Automatic counting of people in public places is very important for security management. Many ideas and methods are planned in advance. This model focuses on creating a physical counter using deep learning (DL) technology. The aim is to introduce a system that can count the number of people in a venue using image recognition algorithms. Improve the efficiency and effectiveness of human search and calculation of specific medications for stores by creating a system with a graphical user interface and management functions. This method does not provide accuracy and high performance in serious situations. To provide solutions that are more accurate to people counting and self-identification methods, a method based on expectation extraction and expectation maximization (EM) is now proposed. This study also means social distance measures along with covid-19 safety measures. The Single Shot Detection algorithm (SSD) uses the camera's live stream and the Convolutional Neural Network (CNN) will identify the person and provide an identification number for calculation. Keywords: real-time, human detection, deep-sort, yolov3.

Citations

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IJARIIE Shravani Bante, Kritika Baduke, Prof. Manisha Vaidya, Arya Katre, and Samiksha Juwar. "Human counter using deep learning" International Journal Of Advance Research And Innovative Ideas In Education Volume 10 Issue 3 2024 Page 1932-1936
MLA Shravani Bante, Kritika Baduke, Prof. Manisha Vaidya, Arya Katre, and Samiksha Juwar. "Human counter using deep learning." International Journal Of Advance Research And Innovative Ideas In Education 10.3(2024) : 1932-1936.
APA Shravani Bante, Kritika Baduke, Prof. Manisha Vaidya, Arya Katre, & Samiksha Juwar. (2024). Human counter using deep learning. International Journal Of Advance Research And Innovative Ideas In Education, 10(3), 1932-1936.
Chicago Shravani Bante, Kritika Baduke, Prof. Manisha Vaidya, Arya Katre, and Samiksha Juwar. "Human counter using deep learning." International Journal Of Advance Research And Innovative Ideas In Education 10, no. 3 (2024) : 1932-1936.
Oxford Shravani Bante, Kritika Baduke, Prof. Manisha Vaidya, Arya Katre, and Samiksha Juwar. 'Human counter using deep learning', International Journal Of Advance Research And Innovative Ideas In Education, vol. 10, no. 3, 2024, p. 1932-1936. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Human_counter_using_deep_learning_ijariie23907.pdf (Accessed : ).
Harvard Shravani Bante, Kritika Baduke, Prof. Manisha Vaidya, Arya Katre, and Samiksha Juwar. (2024) 'Human counter using deep learning', International Journal Of Advance Research And Innovative Ideas In Education, 10(3), pp. 1932-1936IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Human_counter_using_deep_learning_ijariie23907.pdf (Accessed : )
IEEE Shravani Bante, Kritika Baduke, Prof. Manisha Vaidya, Arya Katre, and Samiksha Juwar, "Human counter using deep learning," International Journal Of Advance Research And Innovative Ideas In Education, vol. 10, no. 3, pp. 1932-1936, May-Jun 2024. [Online]. Available: https://ijariie.com/AdminUploadPdf/Human_counter_using_deep_learning_ijariie23907.pdf [Accessed : ].
Turabian Shravani Bante, Kritika Baduke, Prof. Manisha Vaidya, Arya Katre, and Samiksha Juwar. "Human counter using deep learning." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 10 number 3 ().
Vancouver Shravani Bante, Kritika Baduke, Prof. Manisha Vaidya, Arya Katre, and Samiksha Juwar. Human counter using deep learning. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2024 [Cited : ]; 10(3) : 1932-1936. Available from: https://ijariie.com/AdminUploadPdf/Human_counter_using_deep_learning_ijariie23907.pdf
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