Machine learning for image editing, color correction and remove reflection

We are into home visualisation solution, we have a mobile app that is used by retailers of tile and marble industry. To show how the particular tile or marble will look inside a room. To capture the texture of marble or tile, the retailer has to click the image and then edit it, equalise lighting and remove reflection. We have few 100 examples for the same. If you can possibly come up with a solution that could edit, color correct and remove reflection from the marble/tile images on the go by learning our existing work it will great.