[null,{"_path":"/tools/plant-phenotyping","_draft":false,"_partial":false,"_locale":"en","_empty":false,"title":"The Plant Imager","description":"The ROMI Imager performs a full 3D analysis of plants. It combines an imaging station that uses an RGB camera with a powerful image processing pipeline, to build a 3D representation of plants. The plant's constituent organs are detected and this detailed spatial data is available for further analysis.","excerpt":{"type":"root","children":[{"type":"element","tag":"section-cover","props":{},"children":[{"type":"element","tag":"template","props":{"v-slot:title":""},"children":[{"type":"element","tag":"h1","props":{"id":"the-romi-plant-imager"},"children":[{"type":"text","value":"The ROMI Plant Imager"}]}]},{"type":"element","tag":"p","props":{},"children":[{"type":"text","value":"The ROMI Plant Imager performs full 3D analyses of plants. It combines a physical scanning station that uses an RGB camera with a powerful image processing pipeline, the Plant Interpreter, to build a 3D representation of plants."}]},{"type":"element","tag":"template","props":{"v-slot:media":""},"children":[{"type":"element","tag":"base-embed","props":{"id":"b1HUAMF_Btg"},"children":[]}]}]},{"type":"element","tag":"section-split","props":{},"children":[{"type":"element","tag":"template","props":{"v-slot:media":""},"children":[{"type":"element","tag":"p","props":{},"children":[{"type":"element","tag":"img","props":{"alt":"dashboard screenshot","src":"/assets/tools/plant-phenotyping/1-plant-imager.jpg"},"children":[]}]}]},{"type":"element","tag":"p","props":{},"children":[{"type":"text","value":"The ROMI project develops a 3D plant phenotyping platform adapted to single potted plants. The Plant Imager is being finalized in controlled indoor settings for a future use in research laboratories. However, its use in controlled farming environments, such as greenhouses, is envisioned as a mid-term application."}]}]},{"type":"element","tag":"section-split","props":{},"children":[{"type":"element","tag":"template","props":{"v-slot:media":""},"children":[{"type":"element","tag":"p","props":{},"children":[{"type":"element","tag":"img","props":{"alt":"dashboard screenshot","src":"/assets/tools/plant-phenotyping/2-3d.jpg"},"children":[]}]}]},{"type":"element","tag":"p","props":{},"children":[{"type":"text","value":"The interpreter currently detects plant constituent organs and this detailed spatial data is available for further analysis."}]}]},{"type":"element","tag":"section-split","props":{},"children":[{"type":"element","tag":"template","props":{"v-slot:media":""},"children":[{"type":"element","tag":"p","props":{},"children":[{"type":"element","tag":"img","props":{"alt":"dashboard screenshot","src":"/assets/tools/plant-phenotyping/3-plant-3d-explorer.jpg"},"children":[]}]}]},{"type":"element","tag":"p","props":{},"children":[{"type":"text","value":"The package consists of several modules, including:"}]},{"type":"element","tag":"ul","props":{},"children":[{"type":"element","tag":"li","props":{},"children":[{"type":"text","value":"the Plant Imager: the physical hardware"}]},{"type":"element","tag":"li","props":{},"children":[{"type":"text","value":"the Virtual Plant Imager: to collect images of 3D plant models"}]},{"type":"element","tag":"li","props":{},"children":[{"type":"text","value":"the Plant 3D Vision: our library to analyse the data"}]},{"type":"element","tag":"li","props":{},"children":[{"type":"text","value":"the Plant 3D Explorer: to inspect the results online"}]}]}]},{"type":"element","tag":"section-split","props":{},"children":[{"type":"element","tag":"template","props":{"v-slot:media":""},"children":[{"type":"element","tag":"p","props":{},"children":[{"type":"element","tag":"img","props":{"alt":"dashboard screenshot","src":"/assets/tools/plant-phenotyping/4-plant-imager.jpg"},"children":[]}]}]},{"type":"element","tag":"p","props":{},"children":[{"type":"text","value":"The analysis pipeline uses both geometrical algorithms and Machine Learning techniques. It is developed in collaboration with the research on "},{"type":"element","tag":"a","props":{"href":"/research/modeling"},"children":[{"type":"text","value":"plant modeling and AI"}]},{"type":"text","value":"."}]}]}]},"img":"/assets/tools/plant-phenotyping/0-cover.png","docs":"https://docs.romi-project.eu/plant_imager/","_type":"markdown","_id":"content:2.tools:1.plant-phenotyping.md","_source":"content","_file":"2.tools/1.plant-phenotyping.md","_extension":"md"}]