DermaVision: Skin Lesion Analysis 🩺
🔥 Live Interactive Demo: Click here to try the DermaVision App
DermaVision is an EfficientNetV2-S model fine-tuned on the HAM10000 dataset to classify dermoscopic images into 7 skin lesion categories.
Model Details
- Architecture: EfficientNetV2-S
- Task: Multi-class Image Classification
- Dataset: HAM10000
- Target AUC-ROC: > 0.90
Code & Repository
The full source code, including the FastAPI backend and Streamlit dashboard, is available on GitHub: farazmalik180/DermaVision
Warning / Medical Disclaimer
DermaVision is a research project and academic demonstration. It is NOT a certified medical device and should NOT be used as a substitute for professional dermatological diagnosis. Always consult a board-certified dermatologist for any skin concern.