AI Use Case

Predict risk of animal health issues through analysing audio patterns

Predicting risk of health issues can be complex - especially when the creatures in question are not mammals. One example solution is using an app to listen out for the health of a colony of bees. The system has been trained to recognise sounds indicating stress or disease that may have afflicted a beehive.



Risk reduction - Predictive diagnosis,Risk reduction - Spot issue (eg copyright infringement),Risk reduction - Environmental impact

Case Studies

University of Montana~University of Montana is testing an app with which beekeepers will be able to try to find out what is troubling a colony by listening to the buzz,Universidad de la República de Uruguay~Universidad de la Republica de Uruguay researchers successfully identify varying types of bat species using machine learning to evaluate audio signals,University of Washington~University of Washington researchers built the DeepSqueak neural net program to analyse mouse noises


Basic Materials


Data Sets


AI Technologies

ML Task - Prediction - Data Translation/Transformation,ML Task - Prediction - Binary Classification,ML Task - Prediction - Multi-class Classification,Product - Data Capture - Mobile,Machine Learning (ML)

Potential Vendors