DermAI 🌟
"Where AI meets Dermatology for Early Cancer Detection"
DermAI is your digital assistant for skin cancer detection, helping users by providing preliminary image-based diagnostics, cancer-related information, and nearby hospital recommendations.
Key Features :
🖼️ Image Classification
Upload up to 3 skin images.
Our deep learning model identifies whether the images show signs of skin cancer.
Accurate predictions with easy-to-understand results.
🤖 Medical Chatbot
Powered by the Gemini chatbot API which is finetuned to be a medical chatbot in this case, this feature provides instant responses to your cancer-related questions.
Ask anything about treatment options, preventive measures, or early symptoms.
🌍 Find Nearby Hospitals Automatically detects your location. Provides a list of nearby cancer hospitals within a 10km radius. View hospitals on an interactive map with contact and website details.
🛠️Report Generation:
🎨 User Interface The interface is designed with simplicity and clarity in mind, allowing users to effortlessly navigate the different features.
🛠️ Technologies Used
Python: Core programming language for the app.
Streamlit: Framework for building the user interface.
TensorFlow: For building and deploying the CNN-based image classification model.
Google Maps API: To locate nearby cancer hospitals based on geolocation.
ReportLab: Generates PDF reports for download.
Folium: Displays interactive maps for hospital locations.
Check out our working website : Derm-AI