DATA STREAMING AND VISUALIZATION RESULTS OF OBJECT DETECTION SYSTEMS(CASE STUDY OF HUMAN OBJECT)

Object detection system is one of the current needs. The increasing use of object detection systems in various fields has resulted in the fast development of object detection systems. The development carried out according to the needs or needs of each case example. Current conditions require the dev...

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Main Author: Azhar Nurkemal, Muchammad
Format: Final Project
Language:Indonesia
Online Access:https://digilib.itb.ac.id/gdl/view/41857
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Institution: Institut Teknologi Bandung
Language: Indonesia
id id-itb.:41857
spelling id-itb.:418572019-09-05T13:18:46ZDATA STREAMING AND VISUALIZATION RESULTS OF OBJECT DETECTION SYSTEMS(CASE STUDY OF HUMAN OBJECT) Azhar Nurkemal, Muchammad Indonesia Final Project YOLO, AWR1642, Artificial Intelligence INSTITUT TEKNOLOGI BANDUNG https://digilib.itb.ac.id/gdl/view/41857 Object detection system is one of the current needs. The increasing use of object detection systems in various fields has resulted in the fast development of object detection systems. The development carried out according to the needs or needs of each case example. Current conditions require the development of a reliable object detection system. One of the most reliable object detection systems is an object detection system that is independent with light intensity. Therefore in this Final Project an object detection system is made using radar and cameras to be able to detect without the dependence of light intensity. Object detection systems are made to be able to detect human classes, so that the output of this system is the number of humans detected. Object detection system using a camera used artificial intelligence to improve the performance using the YOLO model, while for the object detection system using radar, the AWR1642 was used. The detection results of this object detection system are finally displayed on the web interface. text
institution Institut Teknologi Bandung
building Institut Teknologi Bandung Library
continent Asia
country Indonesia
Indonesia
content_provider Institut Teknologi Bandung
collection Digital ITB
language Indonesia
description Object detection system is one of the current needs. The increasing use of object detection systems in various fields has resulted in the fast development of object detection systems. The development carried out according to the needs or needs of each case example. Current conditions require the development of a reliable object detection system. One of the most reliable object detection systems is an object detection system that is independent with light intensity. Therefore in this Final Project an object detection system is made using radar and cameras to be able to detect without the dependence of light intensity. Object detection systems are made to be able to detect human classes, so that the output of this system is the number of humans detected. Object detection system using a camera used artificial intelligence to improve the performance using the YOLO model, while for the object detection system using radar, the AWR1642 was used. The detection results of this object detection system are finally displayed on the web interface.
format Final Project
author Azhar Nurkemal, Muchammad
spellingShingle Azhar Nurkemal, Muchammad
DATA STREAMING AND VISUALIZATION RESULTS OF OBJECT DETECTION SYSTEMS(CASE STUDY OF HUMAN OBJECT)
author_facet Azhar Nurkemal, Muchammad
author_sort Azhar Nurkemal, Muchammad
title DATA STREAMING AND VISUALIZATION RESULTS OF OBJECT DETECTION SYSTEMS(CASE STUDY OF HUMAN OBJECT)
title_short DATA STREAMING AND VISUALIZATION RESULTS OF OBJECT DETECTION SYSTEMS(CASE STUDY OF HUMAN OBJECT)
title_full DATA STREAMING AND VISUALIZATION RESULTS OF OBJECT DETECTION SYSTEMS(CASE STUDY OF HUMAN OBJECT)
title_fullStr DATA STREAMING AND VISUALIZATION RESULTS OF OBJECT DETECTION SYSTEMS(CASE STUDY OF HUMAN OBJECT)
title_full_unstemmed DATA STREAMING AND VISUALIZATION RESULTS OF OBJECT DETECTION SYSTEMS(CASE STUDY OF HUMAN OBJECT)
title_sort data streaming and visualization results of object detection systems(case study of human object)
url https://digilib.itb.ac.id/gdl/view/41857
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