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AI Use Case
Predict real world crop production results from fewer experiments to reduce experimental research costs
Predict real-world results from fewer experiments to reduce experimental R&D costs (e.g., new crop testing). This can have a positive environmental impact.
Function
R And D
Core Research And Development
Benefits
Cost - Reduce wastage
Case Studies
Open Agriculture Initiative~Open Agriculture Initiative identifies optimal growing conditions and correlations for optimising basil flavour using machine learning
Potential Vendors
Sentient Machines
Industry
Basic Materials
Agriculture
Data Sets
Images,Time series,Structured / Semi-structured
AI Technologies
ML Task - Action Selection - Reinforcement Learning ,ML Task - Prediction - Regression,ML Task - Prediction - Binary Classification,ML Task - Prediction - Multi-class Classification
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