---
title: Derma AI
emoji: 😻
colorFrom: yellow
colorTo: blue
sdk: gradio
sdk_version: 5.39.0
app_file: app.py
pinned: false
license: mit
short_description: Derma AI skin Disease model
---

# DermaAI - Skin Disease Classification

AI-powered skin condition analysis using deep learning with EfficientNetV2 architecture.

## Features

- **Modern Keras 3.0 with TensorFlow Backend**: Uses Keras 3.0 with TensorFlow for reliable model compatibility
- **HuggingFace Hub Integration**: Downloads and loads models from HuggingFace Hub
- **5 Skin Conditions**: Classifies Atopic Dermatitis, Eczema, Psoriasis, Seborrheic Keratoses, and Tinea Ringworm Candidiasis
- **Medical Disclaimers**: Includes proper medical disclaimers and advice

## Technical Stack

- **Backend**: TensorFlow (via Keras 3.0)
- **Frontend**: Gradio 5.0+
- **Model Architecture**: EfficientNetV2
- **Model Source**: `Siraja704/DermaAI` via HuggingFace Hub

## Setup

This application uses Keras 3.0 with TensorFlow backend for reliable model compatibility. The model is downloaded from HuggingFace Hub using the `huggingface_hub` library.

If the model repository is private, you may need to:

1. Go to the Space settings
2. Add a new secret with key `HF_TOKEN` and your Hugging Face access token as the value
3. Make sure your token has access to the `Siraja704/DermaAI` model repository

## Supported Conditions

- Atopic Dermatitis
- Eczema
- Psoriasis
- Seborrheic Keratoses
- Tinea Ringworm Candidiasis

Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference