MARC details
| 000 -LEADER |
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| fixed length control field |
02752nam a22003137a 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 |
20250710155624.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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| fixed length control field |
250710b |||||||| |||| 00| 0 eng d |
| 040 ## - CATALOGING SOURCE |
|---|
| 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 |
| Item number |
A38 2025 |
| 100 ## - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Agullo, Jhan Kyle V. |
| Relator term |
author |
| 245 ## - TITLE STATEMENT |
|---|
| Title |
Agripedia: |
| Remainder of title |
a deep learning approach for crop health monitoring using yolov5 and vgg-16-based leaf disease detection/ |
| Statement of responsibility, etc. |
Jhan Kyle V. Agullo, Deniece Winslhet A. Gabaon, John Patrick I. Marasigan, and Matthew A. Navale.-- |
| 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. |
2025. |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
vii, 127pages: |
| 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 |
|---|
| General note |
Bachelor's thesis<br/><br/><br/> |
| 502 ## - DISSERTATION NOTE |
|---|
| 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 |
|---|
| Bibliography, etc. note |
Includes bibliographic references and index. |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc. |
Agriculture is a vital sector in the Philippines, employing 25% of the workforce and<br/>contributing 8.9% to the GDP. However, challenges such as climate change, pests, and limited<br/>access to expert knowledge hinder productivity, especially among small-scale farmers. To address<br/>this, Agripedia–an IoT-enabled crop monitoring system–was developed to promote backyard<br/>farming by providing real-time environmental tracking and AI-driven disease detection. The<br/>system integrates Arduino-based sensors (temperature, humidity, soil moisture and light intensity)<br/>with the help of a camera to assess crop health, an object detection model: YOLOv5 which<br/>detects leaves from images captured on the camera. while a convolutional neural network (CNN)<br/>analyzes leaf images to identify diseases. The mobile app processes this data, offering actionable<br/>recommendations to optimize yield and prevent crop loss. Agripedia also features a crop database<br/>with planting guides, tailored for Filipino users to enhance food security during crises like<br/>pandemics and typhoons. The system was evaluated through demonstrations and surveys<br/>distributed to 30 respondents (backyard farmers, agricultural workers, and IT professionals) based<br/>on ISO 25010 standards. Results showed strong agreement in functionality, usability, reliability,<br/>and maintainability. By democratizing access to precision farming tools Agripedia aims to<br/>empower communities, improve crop resilience, and contribute to sustainable agriculture in the<br/>Philippines. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Climate change |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Crop monitoring |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
AI |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Gabaon, Deniece Winslhet A. |
| Relator term |
author |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Marasigan, John Patrick I. |
| Relator term |
author |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Navale Matthew A. |
| Relator term |
author |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Source of classification or shelving scheme |
Library of Congress Classification |
| Koha item type |
Bachelor's Thesis COS |
| Suppress in OPAC |
No |