Factors affecting deep learning model performance in citizen science–based image data collection for agriculture: A case study on coffee crops
| Autores principales: | , , |
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| Formato: | Journal Article |
| Lenguaje: | Inglés |
| Publicado: |
Elsevier
2025
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| Materias: | |
| Acceso en línea: | https://hdl.handle.net/10568/173163 |
| _version_ | 1855542312340291584 |
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| author | Rivera-Palacio, Juan Camilo Bunn, Christian Ryo, Masahiro |
| author_browse | Bunn, Christian Rivera-Palacio, Juan Camilo Ryo, Masahiro |
| author_facet | Rivera-Palacio, Juan Camilo Bunn, Christian Ryo, Masahiro |
| author_sort | Rivera-Palacio, Juan Camilo |
| collection | Repository of Agricultural Research Outputs (CGSpace) |
| format | Journal Article |
| id | CGSpace173163 |
| institution | CGIAR Consortium |
| language | Inglés |
| publishDate | 2025 |
| publishDateRange | 2025 |
| publishDateSort | 2025 |
| publisher | Elsevier |
| publisherStr | Elsevier |
| record_format | dspace |
| spelling | CGSpace1731632025-11-11T19:08:55Z Factors affecting deep learning model performance in citizen science–based image data collection for agriculture: A case study on coffee crops Rivera-Palacio, Juan Camilo Bunn, Christian Ryo, Masahiro machine learning coffee vision 2025-05 2025-02-18T12:43:12Z 2025-02-18T12:43:12Z Journal Article https://hdl.handle.net/10568/173163 en Open Access application/pdf Elsevier Rivera-Palacio, J.C.; Bunn, C.; Ryo, M. (2025) Factors affecting deep learning model performance in citizen science–based image data collection for agriculture: A case study on coffee crops. Computers and Electronics in Agriculture 232: 110096. ISSN: 0168-1699 |
| spellingShingle | machine learning coffee vision Rivera-Palacio, Juan Camilo Bunn, Christian Ryo, Masahiro Factors affecting deep learning model performance in citizen science–based image data collection for agriculture: A case study on coffee crops |
| title | Factors affecting deep learning model performance in citizen science–based image data collection for agriculture: A case study on coffee crops |
| title_full | Factors affecting deep learning model performance in citizen science–based image data collection for agriculture: A case study on coffee crops |
| title_fullStr | Factors affecting deep learning model performance in citizen science–based image data collection for agriculture: A case study on coffee crops |
| title_full_unstemmed | Factors affecting deep learning model performance in citizen science–based image data collection for agriculture: A case study on coffee crops |
| title_short | Factors affecting deep learning model performance in citizen science–based image data collection for agriculture: A case study on coffee crops |
| title_sort | factors affecting deep learning model performance in citizen science based image data collection for agriculture a case study on coffee crops |
| topic | machine learning coffee vision |
| url | https://hdl.handle.net/10568/173163 |
| work_keys_str_mv | AT riverapalaciojuancamilo factorsaffectingdeeplearningmodelperformanceincitizensciencebasedimagedatacollectionforagricultureacasestudyoncoffeecrops AT bunnchristian factorsaffectingdeeplearningmodelperformanceincitizensciencebasedimagedatacollectionforagricultureacasestudyoncoffeecrops AT ryomasahiro factorsaffectingdeeplearningmodelperformanceincitizensciencebasedimagedatacollectionforagricultureacasestudyoncoffeecrops |