An in-vivo imaging system and method to screen for colorectal polyps in the GI tract may include an in-vivo imaging device for capturing a stream of image frames in a GI tract, a polyp detector for detecting and/or identifying one or more image frames from the stream of image streams that may show colorectal polyps, and a graphical user interface (GUI) to display image frames detected.