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Abstract: The biggest organ in the body is the human skin. Its weight is between six and ninepounds, and its surface area is roughly two square yards. The body's internal organs and theoutside world are separated from one another by the skin. Dermoscopy technology was developed toimprove melanoma diagnosis, a type of cancer that often starts in skin pigment cells (melanocytes).Dermoscopy, a non-invasive skin imaging technique, is used to acquire an image of a section of skin that has been enlarged and illuminated in order to make the skin spots more visible. Skin-relatedconditions are the most prevalent diseases worldwide. Despite being prevalent, its diagnosis isexceedingly challenging and necessitates a wealth of expertise in the field. To precisely identify thedisease, we employ a dual stage methodology that successfully blends Computer Vision on clinically assessed histological features. First, several pre-processing techniques are used to the skin diseaseimage, and then feature extraction is done.