The Swiftlane Datasift data collection app allows Swiftlane to collect RGB+D facial data from participants, for research purposes. RGB images and corresponding depth data are used by Swiftlane for machine learning research and improvement of ML systems. Data is collected within a defined work program with the view to undertake research in order to move the state of ML and AI forward.