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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

Potential Vendors

Microsoft Azure

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

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