Introducing DermDetect, the Skin Disease App developed by the Vitality Squad. Powered by the PaLM 2 chatbot and an advanced image classification model, DermDetect revolutionizes skin health management. Through its intuitive Streamlit user interface, patients can engage in informative conversations with the chatbot, discussing their skin-related medical concerns. By submitting images, users receive accurate disease classification from 7 different categories. Our model underwent rigorous training on a curated dataset of around 700 images sourced from Kaggle, ensuring precise diagnoses. DermDetect carefully selects images to provide users with reliable results. With an impressive accuracy of approximately 86%, our image classification model serves as a valuable tool in the early detection and understanding of skin diseases. Experience the future of skin health with DermDetect, the ultimate companion in your journey towards well-being.Category tags:
"great work, continue your work till you get approval for validating the app by healthcare authority. it is an amazing idea"
Walaa Nasr Elghitany
Data scientist and doctor