Post-harvested Musa acuminata Banana Tiers Dataset
Post-harvested Musa acuminata banana species from a local banana plantation in the Philippines are the subject of this article. All banana tier samples used were pre-classified into four classes by a local expert. These four classifications are extra class, class I, class II, and reject. There are s...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
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Elsevier
2023-02-01
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| Series: | Data in Brief |
| Subjects: | |
| Online Access: | http://www.sciencedirect.com/science/article/pii/S2352340922010599 |
| _version_ | 1797938075702132736 |
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| author | Eduardo Jr Piedad June Anne Caladcad |
| author_facet | Eduardo Jr Piedad June Anne Caladcad |
| author_sort | Eduardo Jr Piedad |
| collection | DOAJ |
| description | Post-harvested Musa acuminata banana species from a local banana plantation in the Philippines are the subject of this article. All banana tier samples used were pre-classified into four classes by a local expert. These four classifications are extra class, class I, class II, and reject. There are six images captured per banana tier sample from the six different views. Each captured image underwent a three-step image transformation to finely extract the RGB numerical values while the size measurement feature was gathered through manual measurement. The dataset presented in this article provides a brief differentiation of the different classes of banana tiers for commercial use through image processing. This dataset can be useful in establishing an advanced intelligent system in a non-invasive approach through machine and deep learning techniques. |
| first_indexed | 2024-04-10T18:55:05Z |
| format | Article |
| id | doaj.art-c872daaab38e4182b7fd986dfaa961b2 |
| institution | Directory Open Access Journal |
| issn | 2352-3409 |
| language | English |
| last_indexed | 2024-04-10T18:55:05Z |
| publishDate | 2023-02-01 |
| publisher | Elsevier |
| record_format | Article |
| series | Data in Brief |
| spelling | doaj.art-c872daaab38e4182b7fd986dfaa961b22023-02-01T04:26:31ZengElsevierData in Brief2352-34092023-02-0146108856Post-harvested Musa acuminata Banana Tiers DatasetEduardo Jr Piedad0June Anne Caladcad1Computer Software Division, Advanced Science and Technology, Quezon City 1101, Philippines; Corresponding author.Department of Industrial Engineering, University of San Carlos, Cebu City 6000, PhilippinesPost-harvested Musa acuminata banana species from a local banana plantation in the Philippines are the subject of this article. All banana tier samples used were pre-classified into four classes by a local expert. These four classifications are extra class, class I, class II, and reject. There are six images captured per banana tier sample from the six different views. Each captured image underwent a three-step image transformation to finely extract the RGB numerical values while the size measurement feature was gathered through manual measurement. The dataset presented in this article provides a brief differentiation of the different classes of banana tiers for commercial use through image processing. This dataset can be useful in establishing an advanced intelligent system in a non-invasive approach through machine and deep learning techniques.http://www.sciencedirect.com/science/article/pii/S2352340922010599BananaMusa acuminataRGB imageLAB color |
| spellingShingle | Eduardo Jr Piedad June Anne Caladcad Post-harvested Musa acuminata Banana Tiers Dataset Data in Brief Banana Musa acuminata RGB image LAB color |
| title | Post-harvested Musa acuminata Banana Tiers Dataset |
| title_full | Post-harvested Musa acuminata Banana Tiers Dataset |
| title_fullStr | Post-harvested Musa acuminata Banana Tiers Dataset |
| title_full_unstemmed | Post-harvested Musa acuminata Banana Tiers Dataset |
| title_short | Post-harvested Musa acuminata Banana Tiers Dataset |
| title_sort | post harvested musa acuminata banana tiers dataset |
| topic | Banana Musa acuminata RGB image LAB color |
| url | http://www.sciencedirect.com/science/article/pii/S2352340922010599 |
| work_keys_str_mv | AT eduardojrpiedad postharvestedmusaacuminatabananatiersdataset AT juneannecaladcad postharvestedmusaacuminatabananatiersdataset |