Aspects of the present disclosure involve a system comprising a computer-readable storage medium storing a program and a method for performing operations comprising: receiving an image that includes a depiction of a real-world environment; processing the image to obtain data indicating presence of a real-world object in the real-world environment; receiving input that selects an AR experience comprising an AR object; determining that the real-world object detected in the real-world environment depicted in the image indicated in the obtained data corresponds to the AR object; applying a machine learning technique to the image to generate a new image that depicts the real-world environment without the real-world object; and applying the AR object to the new image to generate a modified new image that depicts the real-world environment including the AR object in place of the real-world object.