Enhancing Dermatological Diagnosis: A Novel Skin Disease Prediction Web Application with Ensemble Learning

SkinSavvy AI revolutionizes skin health assessment with advanced AI technology. It combines powerful image analysis using convolutional neural networks (CNNs) with natural language processing for a comprehensive dermatological solution. At its core, SkinSavvy AI utilizes a sophisticated CNN ensemble model, blending ResNet, EfficientNet, and VGG16 architectures to accurately classify a wide range of skin diseases. With an ensemble model that diagnoses common conditions like Dermatofibroma to serious ones like Melanoma, SkinSavvy AI achieves an impressive accuracy of 92.18% across 8 diseases, surpassing existing models limited to 2-3 conditions. Beyond diagnosis, SkinSavvy AI offers a user-friendly interface for image uploads, doctor appointment booking, and an informative chatbot for patient education. This AI solution not only provides accurate diagnoses but also streamlines patient-doctor interaction and promotes skin health awareness.