AI Use Case

Manage agricultural production yield by resource optimisation

Increasing production yields through optimising system-long inputs from team, machine, supplier and customer requirements through machine learning.

Function

Benefits

Revenue - Product optimisation,Operational Support - Issue triage

Case Studies

Connecterra~Connecterra increases dairy production by as much as 30% by tracking and analysing the health of cows with machine learning,Chile's Universidad Católica de la Santísima Concepción (UCSC)~Researchers from UCSC have pilot-tested an artificial intelligence irrigation system which may be able to save 70% more water than other irrigation methods.,ICRISAT~ICRISAT and Microsoft enable Indian farmers to achieve up to 30% higher yields at trial through machine learning advice on when to sow crops

Industry

Basic Materials

Agriculture

Data Sets

Time series

AI Technologies

Machine Learning (ML),ML Task - Prediction - Multi-class Classification,Product Type - Vision ,Product - Data Capture - Drones Remote Sensing,Product - Data Capture - Plane and Satellite Imagery,ML Task - Prediction - Regression,Model Architecture - Convolutional Neural Network (CNN),Product - Data Capture - Sensor IoT,Product - Data Capture - Bio Sensor

Potential Vendors

Microsoft Azure