DermaVision EfficientNet

--- license: mit tags: - medical - vision - image-classification - pytorch - skin-cancer --- # DermaVision: Skin Lesion Analysis 🩺 🔥 **Live Interactive Demo:** [Click here to try the DermaVision App](https://dermavisionn.streamlit.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](https://github.com/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.

Source context: 0 downloads · 0 likes · Pipeline image-classification · Repo MF180/DermaVision-EfficientNet