THE MAIN OBJECTIVE OF THE PROJECT IS TO ACQUIRE NEW KNOWLEDGE FOR THE DEVELOPMENT AND IMPLEMENTATION OF AN ECONOMIC MULTISPECTRAL VISION SYSTEM FOR DETECTING SKIN LESIONS. THE COMBINATION OF MULTISPECTRAL IMAGE WITH RECENT CLASSIFICATION ALGORITHMS USING DEEP LEARNING PROVIDE A COMPREHENSIVE SOLUTION TO HELP THE EARLY DETECTION OF SKIN CANCER. IT IS TRANSLATING THE RESULTS OF ADVANCED RESEARCH PROTOTYPES READY TO BE MARKETED. IN PARTICULAR, A NEW MODEL DERMATOSCOPY WITH COMMERCIAL VERSIONS ADDED TO TODAY, TO HELP DERMATOLOGISTS AND PATIENTS TO DETECT MELANOMAS OWN PERFORMANCE WILL BE DESIGNED.