High-throughput robotic collection, imaging, and machine learning analysis of salt patterns: composition and concentration from dried droplet photos

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.