README.md

---
language: 
  - en
thumbnail: ""
tags:
- painting
- anime
- stable-diffusion
- aiart
- text-to-image
license: creativeml-openrail-m
---
<center><img src="https://huggingface.co/DGSpitzer/DGSpitzer-Art-Diffusion/resolve/main/img/0Style-Girl.png" width="641" height="512"/></center>

![visitors](https://visitor-badge.glitch.me/badge?page_id=DGspitzer_Art_Diffusion)

# DGSpitzer Art Diffusion

An AI model that generates cyberpunk anime characters!~

Based of a [Vintedois diffusion-v0-1 Model](https://huggingface.co/22h/vintedois-diffusion-v0-1/), training in Dreambooth

by [DGSpitzer](https://www.youtube.com/channel/UCzzsYBF4qwtMwJaPJZ5SuPg)

### 🧨 Diffusers

This repo contains both .ckpt and Diffuser model files. It's compatible to be used as any Stable Diffusion model, using standard [Stable Diffusion Pipelines](https://huggingface.co/docs/diffusers/api/pipelines/stable_diffusion).

You can convert this model to [ONNX](https://huggingface.co/docs/diffusers/optimization/onnx), [MPS](https://huggingface.co/docs/diffusers/optimization/mps) and/or [FLAX/JAX](https://huggingface.co/blog/stable_diffusion_jax).

```python example for loading the Diffuser
#!pip install diffusers transformers scipy torch
from diffusers import StableDiffusionPipeline
import torch

model_id = "DGSpitzer/DGSpitzer-Art-Diffusion"
pipe = StableDiffusionPipeline.from_pretrained(model_id, torch_dtype=torch.float16)
pipe = pipe.to("cuda")

prompt = "dgspitzer painting of a beautiful mech girl, 4k, photorealistic"
image = pipe(prompt).images[0]

image.save("./dgspitzer_ai_art.png")
```

# Online Demo

You can try the Online Web UI demo build with [Gradio](https://github.com/gradio-app/gradio), or use Colab Notebook at here:

*My Online Space Demo*
[![Open In Spaces](https://camo.githubusercontent.com/00380c35e60d6b04be65d3d94a58332be5cc93779f630bcdfc18ab9a3a7d3388/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f25463025394625413425393725323048756767696e67253230466163652d5370616365732d626c7565)](https://huggingface.co/spaces/DGSpitzer/DGS-Diffusion-Space)

*Buy me a coffee if you like this project ;P ♥*
[![Buy me a coffee](https://badgen.net/badge/icon/Buy%20Me%20A%20Coffee?icon=buymeacoffee&label)](https://www.buymeacoffee.com/dgspitzer)

<center><img src="https://huggingface.co/DGSpitzer/DGSpitzer-Art-Diffusion/resolve/main/img/1Style-Girl2.png" width="641" height="512"/></center>

# **👇Model👇**

AI Model Weights available at huggingface: https://huggingface.co/DGSpitzer/DGSpitzer-Art-Diffusion

<center><img src="https://huggingface.co/DGSpitzer/DGSpitzer-Art-Diffusion/resolve/main/img/2Style-Man.png" width="641" height="512"/></center>

# Usage

After model loaded, use keyword **dgs** in your prompt, with **illustration style** to get even better results.

For sampler, use **Euler A** for the best result (**DDIM** kinda works too), CFG Scale 7, steps 20 should be fine

**Example 1:**

```
portrait of a girl in dgs illustration style, Anime girl, female soldier working in a cyberpunk city, cleavage, ((perfect femine face)), intricate, 8k, highly detailed, shy, digital painting, intense, sharp focus
```

For cyber robot male character, you can add **muscular male** to improve the output.

**Example 2:**

```
a photo of muscular beard soldier male in dgs illustration style, half-body, holding robot arms, strong chest
```

**Example 3 (with Stable Diffusion WebUI):**

If using [AUTOMATIC1111's Stable Diffusion WebUI](https://github.com/AUTOMATIC1111/stable-diffusion-webui)

You can simply use this as **prompt** with **Euler A** Sampler,  CFG Scale 7, steps 20, 704 x 704px output res:

```
an anime girl in dgs illustration style
```

And set the **negative prompt** as this to get cleaner face: 

```
out of focus, scary, creepy, evil, disfigured, missing limbs, ugly, gross, missing fingers
```

---

**NOTE: usage of this model implies accpetance of stable diffusion's [CreativeML Open RAIL-M license](LICENSE)**

---


<center><img src="https://huggingface.co/DGSpitzer/DGSpitzer-Art-Diffusion/resolve/main/img/3Style-Outline.png" width="700" height="559"/></center>

<center><img src="https://huggingface.co/DGSpitzer/DGSpitzer-Art-Diffusion/resolve/main/img/4Style-Anime.png" width="700" height="559"/></center>

<center><img src="https://huggingface.co/DGSpitzer/DGSpitzer-Art-Diffusion/resolve/main/img/5Style-Whiteshape.png" width="700" height="559"/></center>

<center><img src="https://huggingface.co/DGSpitzer/DGSpitzer-Art-Diffusion/resolve/main/img/6Style-Sketch.png" width="700" height="559"/></center>

<center><img src="https://huggingface.co/DGSpitzer/DGSpitzer-Art-Diffusion/resolve/main/img/7Style-Landscape.png" width="700" height="559"/></center>

<center><img src="https://huggingface.co/DGSpitzer/DGSpitzer-Art-Diffusion/resolve/main/img/8Style-Mech.png" width="700" height="559"/></center>