Prompt identification of skin disorders is a clinically significant step in curbing the progression of life-threatening conditions, most notably melanoma. Despite the availability of high-resolution dermoscopic imaging, distinguishing between disease categories remains a persistent difficulty because many lesion types share closely overlapping visual traits, and image quality is often compromised by hair, shadows, and inconsistent illumination. We address these difficulties by developing a compo