MARC details
| 000 -LEADER |
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| fixed length control field |
03298nam a2200337 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 |
20230904163710.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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210107b ||||| |||| 00| 0 eng d |
| 040 ## - CATALOGING SOURCE |
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| Transcribing agency |
CvSU Main Campus Library |
| 041 0# - LANGUAGE CODE |
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| Language code of text/sound track or separate title |
eng |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER |
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| Classification number |
621.367 |
| Item number |
B96 2022 |
| 100 ## - MAIN ENTRY--PERSONAL NAME |
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| Personal name |
Bustamante, Mariel G. |
| 9 (RLIN) |
36775 |
| Relator term |
author |
| 245 10 - TITLE STATEMENT |
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| Title |
Design and development of aroid plant defect classifier using convolutional neural network / |
| Statement of responsibility, etc. |
by Mariel G. Bustamante and Jacob D. Mojares. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. |
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| Place of publication, distribution, etc. |
Indang, Cavite : |
| Name of publisher, distributor, etc. |
Cavite State University- Main Campus, |
| Date of publication, distribution, etc. |
2022. |
| 300 ## - PHYSICAL DESCRIPTION |
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| Extent |
xv, 72 pages : |
| Other physical details |
illustrations ; |
| Dimensions |
28 cm |
| 336 ## - CONTENT TYPE |
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| Source |
rdacontent |
| Content type term |
text |
| 337 ## - MEDIA TYPE |
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| Source |
rdamedia |
| Media type term |
unmediated |
| 338 ## - CARRIER TYPE |
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| Source |
rdacarrier |
| Carrier type term |
volume |
| 500 ## - GENERAL NOTE |
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| General note |
Design Project (Bachelor of Science in Electronics and Communications Engineering) Cavite State University. |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
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| Bibliography, etc. note |
Includes bibliographical references. |
| 508 ## - CREATION/PRODUCTION CREDITS NOTE |
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| College and Department |
College of Engineering and Information Technology (CEIT) |
| 520 3# - SUMMARY, ETC. |
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| Summary, etc. |
BUSTAMANTE, MARIEL G., and MOJARES, JACOB D. Design and Development of<br/>Aroid Plant Defect Classifier using Convolutional Neural Network. Undergraduate Design<br/>Project. Bachelor of Science in Electronics Engineering. Cavite State University, Indang,<br/>Cavite. August 2022. Adviser: Dr. Edwin R. Arboleda.<br/>The general objective of the study was to design and develop an Aroid Plant Defect<br/>Classifier using Convolutional Neural Network. It was intended to be portable and rechargeable.<br/>It was targeted to be capable of classifying defects of a Black Velvet "Alocasia reginula" plant<br/>based on its leaves to avoid severe damage due to improper watering. The design project was<br/>composed of Raspberry Pi 3B+ which handled all the processes the device had to execute. This<br/>microcomputer was used to interface other components of the device such as the Camera,<br/>Battery, and Touchscreen Display. The back-end system of this device was a trained<br/>Convolutional Neural Network Model with an Accuracy of 89.50% while the front-end system<br/>was a Graphical User Interface displayed on the Touchscreen display when it turned ON. The<br/>project was tested by the researchers at a farm in Dasmariñas, Cavite, where the device had<br/>accuracy values of 90.48%, 87.62%, and 91.43%, and precision values of 87.88%, 78.75%, and<br/>88.24% in classifying Normal, Underwatered, and Overwatered leaves, respectively, using a<br/>confusion matrix. The evaluation was conducted at the Engineering Science Building, Cavite<br/>State University, Indang, Cavite with the Electronics Engineer Professors. Based on the results<br/>of the evaluation, the design project succeeded in achieving its objectives. The overall<br/>performance was considered satisfactory. The cost of the construction of the system amounted<br/>to P11,176.00. |
| 541 ## - IMMEDIATE SOURCE OF ACQUISITION NOTE |
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| Method of acquisition |
Submitted to the University Library |
| Date of acquisition |
09/01/2022 |
| Accession number |
DP-753 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name entry element |
Image processing |
| 9 (RLIN) |
1174 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name entry element |
Image processing software |
| 9 (RLIN) |
19368 |
| 690 ## - LOCAL SUBJECT ADDED ENTRY--TOPICAL TERM (OCLC, RLIN) |
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| Course or Program |
Bachelor of Science in Electronics and Communications Engineering |
| 9 (RLIN) |
4922 |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
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| Personal name |
Mojares, Jacob D. |
| Relator term |
author |
| 9 (RLIN) |
36779 |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Arboleda, Edwin R. |
| Relator term |
adviser |
| 9 (RLIN) |
4719 |
| 856 ## - ELECTRONIC LOCATION AND ACCESS |
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| Port |
80 |
| Link text |
Click here to view the Abstract and Table of Contents |
| Electronic File |
<a href="http://library.cvsu.edu.ph/cgi-bin/koha/opac-retrieve-file.pl?id=699ae8c4282d568d6899cfb0e7dc5e46">http://library.cvsu.edu.ph/cgi-bin/koha/opac-retrieve-file.pl?id=699ae8c4282d568d6899cfb0e7dc5e46</a> |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
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| Source of classification or shelving scheme |
Dewey Decimal Classification |
| Koha item type |
Theses / Manuscripts |
