SinarFe7
Vol. 5 No. 1 (2022): SinarFe7-5 2022

Rancang Bangun Sistem Deteksi Dan Perhitungan Jumlah Orang Menggunakan Metode Convolutional Neural Network (CNN)

Indana Nihayatul Husna (Universitas Trunojoyo Madura)
Miftachul Ulum (Universitas Trunojoyo Madura)
Adi Kurniawan Saputro (Universitas Trunojoyo Madura)
Haryanto (Universitas Trunojoyo Madura)
Deni Tri Laksono (Universitas Trunojoyo Madura)
6Dian Neipa Purnamasari (Universitas Trunojoyo Madura)



Article Info

Publish Date
22 Dec 2022

Abstract

Currently, technology is progressing very rapidly in various fields. One area of ​​technology that is multiplying is the field of electronics. Everyone wants a comfortable and straightforward process in every activity. Indoor people counting is developing as a novelty in video surveillance. Generally, security monitoring systems use CCTV cameras. The use of cameras can be used for monitoring the number of people (people counter). The working principle of this tool is to detect objects in the room that are processed by the camera. The camera will then be processed using the CNN (Convolutional Neural Network) algorithm to detect and count the number of people in the room based on the images of people's faces and or heads. To detect images of people's faces and heads using selective search to obtain image regions which are then used as CNN input. In this case, the region is used to determine the possibility of object images. The results of the classification calculation of the number of people from the CNN method will later be forwarded to the GUI to process data using Visual Studio Code. From the processing of data from the GUI, then the data will be displayed on the monitor.

Copyrights © 2022






Journal Info

Abbrev

sinarFe7

Publisher

Subject

Computer Science & IT Control & Systems Engineering Electrical & Electronics Engineering

Description

Publikasi ini digunakan untuk kegiatan utama FORTEI (Forum Pendidikan Tinggi Teknik Elektro Indonesia) Regional Jawa Timur atara lain: menyelaraskan pendidikan tinggi Teknik Elektro se-Indonesia melingkupi bidang pendidikan, penelitian, dan aplikasi teknologi, Mendiskusikan topik-topik nasional ...