| Smart Machine Vision for Crop Monitoring |
Integration of robotics + 3D reconstruction for plant phenotyping and growth monitoring |
Embrapa |
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| Robotic Soil Sensing Platforms |
Automated mobile systems for soil property measurement and mapping; reduces manual sampling effort |
Embrapa & research collaborations |
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| Autonomous Harvesting Systems |
Mechanized harvesting integrated with automation increasing productivity (~20%) and reducing labor dependency |
Embrapa (sectoral research) |
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| LumiBot (Crop Disease Detection Robot) |
Uses UV-visible light + AI to detect diseases before visible symptoms; reduces pesticide use and crop losses |
Embrapa Instrumentation |
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| Plant Recognition Robotics System |
AI + computer vision system enabling machines to automatically identify plant species in-field; supports precision weeding & phenotyping |
Embrapa |
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