Redeye AutoRemover is a patent pending, Artificial Intelligence (AI) technology based image processing software system for removing red eye artifacts in digital photograph. Because of its AI based engine, the process of removing red eyes becomes totally automatic in that there is no human intervention at all. The software carries out all the tedious work of identifying redeye locations and adjusting the artifact pixels. The algorithm is highly optimized, with detection rate above 90% when false alarm rate being 1-2%.