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"

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

Potential Vendors

IBM Research,Google