MARC details
| 000 -LEADER |
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| fixed length control field |
02343nam 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 |
20250710143110.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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| fixed length control field |
250710b |||||||| |||| 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 |
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| Classification number |
BTH QA 76 |
| Item number |
C78 2025 |
| 100 ## - MAIN ENTRY--PERSONAL NAME |
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| Personal name |
Cruz, Wency Gabriel O. |
| Relator term |
author |
| 245 ## - TITLE STATEMENT |
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| Title |
Crash kita: |
| Remainder of title |
implementing convolutional neural network for vehicular accident detection and assistance on tirona highway, bacoor city, cavite/ |
| Statement of responsibility, etc. |
Wency Gabriel O. Cruz, Joshua Louise B. Margallo, Maverick Rayne A. Ramos, Carl C. Senaris, and Sandryl A. Torres.-- |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. |
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| Place of publication, distribution, etc. |
Manila: |
| Name of publisher, distributor, etc. |
Technological University of the Philippines, |
| Date of publication, distribution, etc. |
2025. |
| 300 ## - PHYSICAL DESCRIPTION |
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| Extent |
x, 140pages: |
| Dimensions |
29cm. |
| 336 ## - CONTENT TYPE |
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| Source |
rdacontent |
| 337 ## - MEDIA TYPE |
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| Source |
rdamedia |
| 338 ## - CARRIER TYPE |
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| Source |
rdacarrier |
| 500 ## - GENERAL NOTE |
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| General note |
Bachelor's thesis<br/><br/><br/> |
| 502 ## - DISSERTATION NOTE |
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| Dissertation note |
College of Science.--<br/> |
| Degree type |
Bachelor of science in computer science: |
| Name of granting institution |
Technological University of the Philippines,<br/> |
| Year degree granted |
2025. |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
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| Bibliography, etc. note |
Includes bibliographic references and index. |
| 520 ## - SUMMARY, ETC. |
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| Summary, etc. |
In the Philippines, traffic accidents are still a major issue, particularly along the<br/>Tirona Highway in Bacoor City, Cavite. The goal of this study, "CRASH KITA:<br/>Implementing Convolutional Neural Network for Vehicular Accident Detection and<br/>Assistance," is to develop a model that uses computer vision and IP cameras to<br/>automatically detect accidents. The researchers used two pre-trained YOLOv11 models to<br/>recognize different types of accidents. One focused on car-to-car collisions and reached<br/>around 84% mean average precision and 75% accuracy, while the other model included<br/>motorcycles with lower accuracy at 70%. The system includes a website made with PHP,<br/>Tailwind, and Bootstrap, where barangay authorities can view, confirm, manage<br/>accidents, and create reports. Testing showed that the system works well, but with<br/>limitations depending on the camera angle. Overall, “CRASH KITA” shows that using<br/>machine learning can help improve road safety monitoring by speeding up accident<br/>detection and response. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name entry element |
Computer vision |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name entry element |
Road safety |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name entry element |
IP cameras |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
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| Personal name |
Margallo, Joshua Louise B. |
| Relator term |
author |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
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| Personal name |
Senaris, Carl C. |
| Relator term |
author |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Ramos, Maverick Rayne A. |
| Relator term |
author |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
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| Personal name |
Torres, Sandryl A. |
| Relator term |
author |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
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| Source of classification or shelving scheme |
Library of Congress Classification |
| Koha item type |
Bachelor's Thesis COS |
| Suppress in OPAC |
No |