README.md

---
license: mit
tags:
- pytorch
- diffusers
- medical-image-generation
- dermatology
- diffusion-models
---

# Model Card for DermAI-Viz

This model is a diffusion model for medical image generation, specifically designed for visualizing the progression and treatment responses of skin conditions such as eczema, ringworm, and dermatitis across different skin types.

## Description

DermAI-Viz employs state-of-the-art diffusion models to provide dermatologists, medical students, and researchers with realistic visualizations of skin condition progression. The model helps in understanding how different treatments might affect the progression of various skin diseases, contributing to more personalized and effective care.

## Usage

```python
from diffusers import DDPMPipeline

pipeline = DDPMPipeline.from_pretrained('DhruvParth/sd-class-skinrash-64')
image = pipeline().images[0]
image