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

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

Potential Vendors

Sentient Machines