Fig. 1

An overview of the contactless, label free rapid quantification system using a short-wave infrared (SWIR) hyperspectral camera. (A) Collection of dataset of hyperspectral images and corresponding labels. (B) Collection of hyperspectral images in SWIR range for (C) training an encoder and sparse linear regression model for metabolite prediction.