MARC details
| 000 -LEADER |
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| fixed length control field |
02916nam a22003257a 4500 |
| 003 - CONTROL NUMBER IDENTIFIER |
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| control field |
OSt |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
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| control field |
20250327165829.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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| fixed length control field |
250327b |||||||| |||| 00| 0 eng d |
| 040 ## - CATALOGING SOURCE |
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| Original cataloging agency |
TUPM |
| Language of cataloging |
English |
| Transcribing agency |
TUPM |
| Modifying agency |
TUPM |
| Description conventions |
rda |
| 050 ## - LIBRARY OF CONGRESS CALL NUMBER |
|---|
| Classification number |
BTH QA 76.9 |
| Item number |
C37 2024 |
| 100 ## - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Casupas, Alvin F. |
| Relator term |
author |
| 245 ## - TITLE STATEMENT |
|---|
| Title |
Traffic Management with Algorithm Analysis |
| Statement of responsibility, etc. |
Alvin F. Casupas, Jonard Klent C. Estrella, Jeff Lendelle T. Jacob, Hosea A. Paulate and James Matthew G. Vargas |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. |
|---|
| Place of publication, distribution, etc. |
Manila; |
| Name of publisher, distributor, etc. |
Technological University of the Philippines |
| Date of publication, distribution, etc. |
2024. |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
xii 174pages |
| Dimensions |
29cm. |
| 336 ## - CONTENT TYPE |
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| Source |
rdacontent |
| 337 ## - MEDIA TYPE |
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| Source |
rdamedia |
| 338 ## - CARRIER TYPE |
|---|
| Source |
rdacarrier |
| 500 ## - GENERAL NOTE |
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| General note |
Bachelor's Thesis |
| 502 ## - DISSERTATION NOTE |
|---|
| Dissertation note |
College of Industrial Technology.-- |
| Degree type |
Bachelor of Engineering Technology major in Computer Engineering Technology (Non-Stem) |
| Name of granting institution |
Technological University of the Philippines |
| Year degree granted |
2024. |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
|---|
| Bibliography, etc. note |
Includes bibliographic references and index. |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc. |
As urban traffic management becomes more complex and requires such solutions of<br/>congestion decreasing, environmental impacts and increasing road safety, innovative<br/>solutions are needed. The research of this thesis is presented through the development and<br/>implementation of a Traffic Management System with Algorithm Analysis to improve the<br/>urban mobility by optimizing the traffic flow. The system is real time traffic monitoring<br/>and analytics using YOLOv11n, advanced machine learning algorithms, that utilize<br/>Raspberry Pi based hardware. The most important features involve vehicle detection from<br/>live video feeds and a data visualization web platform for the user. The system was<br/>designed to be both scalable and integratable, that is, it was thought should work even when<br/>running alongside other infrastructure. This work helps towards technological<br/>advancement of infrastructure, towards sustainable and efficient urban transportation<br/>systems which are aspired by United Nations Sustainable Development Goals (SDGs) 9<br/>and 11. The results of evaluation showed great traffic flow efficiency improvement,<br/>congestion reduction, and better data driven traffic management disposition for traffic<br/>management authorities. This thesis research shows feasibility to build more intelligent<br/>and more sustainable urban transport system with the help of Internet of Things (IoT)<br/>devices and machine learning.<br/>Keywords: Traffic Management System, Raspberry Pi, YOLOv11n, Machine Learning,<br/>Internet of Things, Urban Mobility, Real-Time Monitoring, Sustainable Development<br/>Goals, Smart Cities, Intelligent Transportation |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Source of heading or term |
Computer Engineering Technology |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Source of heading or term |
Traffic Management System |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Source of heading or term |
Raspberry Pi |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Estrella, Jonard Klent C. |
| Relator term |
author |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Jacob, Jeff Lendelle T. |
| Relator term |
author |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Paulate, Hosea A. |
| Relator term |
author |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Vargas, James Matthew G. |
| Relator term |
author |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Source of classification or shelving scheme |
Library of Congress Classification |
| Koha item type |
Bachelor's Thesis CIT |
| Suppress in OPAC |
No |