High-throughput robotic collection, imaging, and machine learning analysis of salt patterns: composition and concentration from dried droplet photos
Bruno C. Batista, S Amrutha, Jie Yan, Beni B. Dangi, Oliver Steinbock
Abstract
A robotic drop imager collected over 23 000 images of dried drop stains to train a multi-layer perceptron capable of identifying salt type and concentration with >90% accuracy.
Topics & Concepts
ThroughputSalt (chemistry)Composition (language)Salt lakeArtificial intelligenceComputer scienceMachine learningChemistryGeologyArtOperating systemOrganic chemistryLiteratureStructural basinPaleontologyWirelessAdvanced Chemical Sensor Technologies