There is research going on in denoising and enhancing latent fingerprints. The product is envisaged as a handheld device with an IR illuminator, camera and a display. The camera captures the image and the image processing algorithms clean up the image and the machine learning models identify the perpetrator. His identity is displayed on the screen.
In this work, passenger data from bus routes and their GIS data are analyzed to make intelligent decisions on the modifications in service to maximize earning per km and to increase passenger comfort. Pilot project is done in Pune PMPML routes. iscussions are under way with KSRTC.