AI tool for root segmentation and analysis in tropical grasses
This tool is an AI-driven application for segmenting and analyzing root morphology in underground minirhizotron non-destructive root images of tropical grasses. It is designed to provide accurate and efficient root analysis for researchers. This tool is available as a Gradio web application on Huggi...
| Autores principales: | , , , |
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| Formato: | Software |
| Lenguaje: | Inglés |
| Publicado: |
2024
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| Materias: | |
| Acceso en línea: | https://hdl.handle.net/10568/168248 |
| _version_ | 1855534065671733248 |
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| author | Ruiz-Hurtado, Andres Felipe Mayorga, Mildred Arrechea-Castillo, Darwin Alexis Cardoso Arango, Juan Andres |
| author_browse | Arrechea-Castillo, Darwin Alexis Cardoso Arango, Juan Andres Mayorga, Mildred Ruiz-Hurtado, Andres Felipe |
| author_facet | Ruiz-Hurtado, Andres Felipe Mayorga, Mildred Arrechea-Castillo, Darwin Alexis Cardoso Arango, Juan Andres |
| author_sort | Ruiz-Hurtado, Andres Felipe |
| collection | Repository of Agricultural Research Outputs (CGSpace) |
| description | This tool is an AI-driven application for segmenting and analyzing root morphology in underground minirhizotron non-destructive root images of tropical grasses. It is designed to provide accurate and efficient root analysis for researchers. This tool is available as a Gradio web application on Hugging Face, with options for local execution. |
| format | Software |
| id | CGSpace168248 |
| institution | CGIAR Consortium |
| language | Inglés |
| publishDate | 2024 |
| publishDateRange | 2024 |
| publishDateSort | 2024 |
| record_format | dspace |
| spelling | CGSpace1682482025-01-24T08:54:52Z AI tool for root segmentation and analysis in tropical grasses Ruiz-Hurtado, Andres Felipe Mayorga, Mildred Arrechea-Castillo, Darwin Alexis Cardoso Arango, Juan Andres root architecture arquitectura de raíces artificial intelligence forage phenotyping fenotipado inteligencia artificial forraje root penetration depth profundidad de penetración de la raíz This tool is an AI-driven application for segmenting and analyzing root morphology in underground minirhizotron non-destructive root images of tropical grasses. It is designed to provide accurate and efficient root analysis for researchers. This tool is available as a Gradio web application on Hugging Face, with options for local execution. 2024-12 2024-12-21T13:19:15Z 2024-12-21T13:19:15Z Software https://hdl.handle.net/10568/168248 en Open Access Ruiz-Hurtado, A.F.; Mayorga, M.; Arrechea-Castillo, D.A.; Cardoso Arango, J.A. (2024) AI tool for root segmentation and analysis in tropical grasses. |
| spellingShingle | root architecture arquitectura de raíces artificial intelligence forage phenotyping fenotipado inteligencia artificial forraje root penetration depth profundidad de penetración de la raíz Ruiz-Hurtado, Andres Felipe Mayorga, Mildred Arrechea-Castillo, Darwin Alexis Cardoso Arango, Juan Andres AI tool for root segmentation and analysis in tropical grasses |
| title | AI tool for root segmentation and analysis in tropical grasses |
| title_full | AI tool for root segmentation and analysis in tropical grasses |
| title_fullStr | AI tool for root segmentation and analysis in tropical grasses |
| title_full_unstemmed | AI tool for root segmentation and analysis in tropical grasses |
| title_short | AI tool for root segmentation and analysis in tropical grasses |
| title_sort | ai tool for root segmentation and analysis in tropical grasses |
| topic | root architecture arquitectura de raíces artificial intelligence forage phenotyping fenotipado inteligencia artificial forraje root penetration depth profundidad de penetración de la raíz |
| url | https://hdl.handle.net/10568/168248 |
| work_keys_str_mv | AT ruizhurtadoandresfelipe aitoolforrootsegmentationandanalysisintropicalgrasses AT mayorgamildred aitoolforrootsegmentationandanalysisintropicalgrasses AT arrecheacastillodarwinalexis aitoolforrootsegmentationandanalysisintropicalgrasses AT cardosoarangojuanandres aitoolforrootsegmentationandanalysisintropicalgrasses |