iSkin Specialist is an experimental initiative to provide a diagnostic support system for dermatology. The project is based on vision of leveraging the increased accessibility of internet and advancements in image recognition technologies to address the shortage of dermatologists worldwide, especially in underserved places. The idea behind iSkin Specialist is simple - patients from anywhere in the world can take pictures of the affected skin area and upload to the iSkin Specialist System for quick diagnosis for skin conditions like rash, bug bite, etc. [1]. In this paper we have a closer look at some of the common skin diseases with visual characteristics and the confidence level of diagnosing using image recognition techniques. iSkin Specialist is not intended to be a substitute for professional medical advice, diagnosis, or treatment. Always seek the advice of your physician or other qualified health provider with any questions you may have regarding a medical condition.