MARC details
| 000 -LEADER |
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03257nam a2200337 4500 |
| 003 - CONTROL NUMBER IDENTIFIER |
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OSt |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
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20231016082805.0 |
| 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 |
B31 2022 |
| 100 ## - MAIN ENTRY--PERSONAL NAME |
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| Personal name |
Bautista, Gwyneth Mae I. |
| 9 (RLIN) |
36789 |
| Relator term |
author |
| 245 10 - TITLE STATEMENT |
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| Title |
Development of a cacao bean classification system using image processing and artificial neural network / |
| Statement of responsibility, etc. |
by Gwyneth Mae I. Bautista and Nobie-Ann L. Quiñones. |
| 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 |
xiii, 86 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. |
BAUTISTA, GWYNETH MAE., and QUIÑONES, NOBIE-ANN. Development of a<br/>Cacao Bean Classification System Using Image Processing and Artificial Neural Network.<br/>Undergraduate Project Design. Bachelor of Science in Electronics Engineering. Cavite<br/>State University, Indang, Cavite. December 2018. Adviser: Edwin R.Arboleda, DEng.<br/>Using an image processing method and an artificial neural network model, this paper<br/>outlines the development of a prototype for identifying the quality of cacao beans based on the<br/>color of its interior. The Philippine National Standards for cacao beans were used as the basis<br/>for the system's set of guidelines and standards. The prototype was able to automatically<br/>determine the classifications of hybrid Trinitario cacao beans cultivated at Dariano Cacao Farm<br/>in Silang, which is located in the province of Cavite in the Philippines. The images employed as<br/>the data samples of the project were captured using a camera in a controlled setting. The<br/>sample images that have been loaded to the system consisted of 13 cacao beans that were<br/>placed in the prototype's sample drawer.<br/>Thereafter, the photographs are transferred to the system of the prototype, which then<br/>crops each of the 13 cacao beans individually and segments the characteristics of each image<br/>based on the RGB values. Classification experiments on 260 cross-cut hybrid Trinitario cacao<br/>beans using the artificial neural network classifier yielded an overall accuracy of 91.65 percent.<br/>The findings indicate that the developed image processing technique and the Artificial Neural<br/>Network or ANN-based classifier have the potential to be used as an efficient instrument for the<br/>purpose of classifying cacao beans. |
| 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-750 |
| 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 |
Quiñones, Nobie-Ann L. |
| Relator term |
author |
| 9 (RLIN) |
36790 |
| 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=b918f304347c76a01ff1a212e63baf8a">http://library.cvsu.edu.ph/cgi-bin/koha/opac-retrieve-file.pl?id=b918f304347c76a01ff1a212e63baf8a</a> |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
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| Source of classification or shelving scheme |
Dewey Decimal Classification |
| Koha item type |
Theses / Manuscripts |
