AI Use Case
Predict commodity price patterns based on satellite (or similar visual) data
Use satellite image feeds to assess likely commodity prices - this could include likely crop yields for agricultural commodities or shipment levels for mining products.
Function
Operations
Trading
Benefits
Revenue - Improve trading decisions (eg market demand estimates)
Case Studies
TellusLabs~TellusLabs aims at providing accurate prediction of natural resources and agricultural yields with machine learning ,Orbital Insight~Orbital Insight identifies 4x more crude oil tanks in China than the official number by analysing satellite imagery
Potential Vendors
TellusLabs,Orbital Insight
Industry
Financial Services
Investment Banking And Investment Services
Data Sets
Images
AI Technologies
Product - Data Capture - Plane and Satellite Imagery,Machine Learning (ML),ML Task - Prediction - Regression,ML Task - Prediction - Annotation,ML Task - Prediction - Multi-class Classification,Product Type - Vision - Image classification,ML Task - Prediction - Binary Classification