AI Use Case
Identify physical properties of scanned images
Use scanned images - often from portable cameraphone - to identify physical properties. a key function of this is the potential for mobile apps, greatly increasing the potential specific use situations.
Function
Supply Chain
General Supply Chain
Benefits
Operational - Service / outcome scaling,Cost - Job automation
Case Studies
Gemological Institute of America~Gemological Institute of America predicts with 90% accuracy a diamond's grade from camera images using neural networks in partnership with IBM Research,DeepMind~Google DeepMind plans to build complete 3D models from a few pictures using generative query network,"Aucnet~Aucnet, a Japanese car auction service, automatically classifies cars and uploads images to an online auction site saving over 50,000 man hours annually",Airbus~Airbus used deep machine vision to detect clouds in satellites decreasing the error rate from 11% to 3% ,"""Dutch Institute for Technology, Safety & Security""~Dutch police plan to use machine learning to detect illegal substances sent in the mail based on X-rays"
Potential Vendors
IBM Research,Google
Industry
Data Sets
Images
AI Technologies
Product Type - Vision - Image classification,Product - Data Capture - Mobile,Product - Data Capture - Camera,ML Task - Prediction - Annotation,Machine Learning (ML),ML Task - Prediction - Binary Classification,ML Task - Prediction - Multi-class Classification