| --- |
| language: en |
| license: apache-2.0 |
| tags: |
| - art |
| - image-generation |
| - text-to-image |
| - diffusion |
| - high-quality |
| - AI |
| pipeline_tag: text-to-image |
| thumbnail: https://example.com/thumbnail.png |
| --- |
| |
| # AnimeSAI V0.1 |
|
|
| **Model Card for `enhanceaiteam/AnimeSAI`** |
|
|
| `AnimeSAI` is a cutting-edge text-to-image generation model by EnhanceAI, tailored specifically for creating high-quality anime-style images. Utilizing advanced diffusion techniques, this model is ideal for artists, designers, and anime enthusiasts looking to produce visually stunning and accurate anime art based on textual descriptions. |
|
|
| ## Model Details |
|
|
| - **Version**: 0.1 |
| - **Base Model**: EnhanceAI's proprietary image generation architecture |
| - **Training Data**: The model is trained on a diverse dataset of high-resolution, copyright-free anime images, covering various styles and themes. |
| - **Pipeline**: Stable Diffusion XL Pipeline |
|
|
| ## Features |
|
|
| - **Anime-Specific Generation**: Specializes in generating anime-style art, from characters to landscapes. |
| - **High-Resolution Output**: Generates images at 1024x1024 resolution. |
| - **Enhanced Prompt Understanding**: Optimized for comprehending complex and detailed text prompts specific to anime art. |
| - **Versatile Style Generation**: Capable of producing images in a range of anime styles, from classic to modern aesthetics. |
|
|
| ## Usage |
|
|
| To use `AnimeSAI`, you can integrate it with the `diffusers` library. Below is an example of how to generate images: |
|
|
| ```python |
| import torch |
| from diffusers import ( |
| StableDiffusionXLPipeline, |
| KDPM2AncestralDiscreteScheduler, |
| AutoencoderKL |
| ) |
| |
| # Load VAE component |
| vae = AutoencoderKL.from_pretrained( |
| "madebyollin/sdxl-vae-fp16-fix", |
| torch_dtype=torch.float16 |
| ) |
| |
| # Configure the pipeline |
| pipe = StableDiffusionXLPipeline.from_pretrained( |
| "enhanceaiteam/AnimeSAI", |
| vae=vae, |
| torch_dtype=torch.float16 |
| ) |
| pipe.scheduler = KDPM2AncestralDiscreteScheduler.from_config(pipe.scheduler.config) |
| pipe.to('cuda') |
| |
| # Define prompts and generate image |
| prompt = "a vibrant anime character standing under cherry blossoms" |
| negative_prompt = "" |
| |
| image = pipe( |
| prompt, |
| negative_prompt=negative_prompt, |
| width=1024, |
| height=1024, |
| guidance_scale=7, |
| num_inference_steps=50, |
| clip_skip=2 |
| ).images[0] |
| |
| image.save("generated_anime_image.png") |
| ``` |
|
|
| ## Prompts |
|
|
| When creating prompts, be as descriptive as possible to achieve the best results. Detailed descriptions help the model generate more accurate and visually appealing anime images. |
|
|
| ## Image Samples |
|
|
| Here are some example images generated by `AnimeSAI`: |
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|
|
| ## Explore |
|
|
| Explore and try out `AnimeSAI` on the [EnhanceAI Playground](https://enhanceai.art/playground). Experiment with different prompts and see the incredible anime-style images you can create. |
|
|
| ## API Service |
|
|
| - **Modelslab** - [AnimeSAI on Modelslab](https://modelslab.com/models/animesai) |
|
|
| ## License |
|
|
| `AnimeSAI` is licensed under the [Apache 2.0 License](https://opensource.org/licenses/Apache-2.0). |
|
|
| ## Contact |
|
|
| For support and inquiries, please reach out to [info@enhanceai.art](mailto:info@enhanceai.art). |
|
|
| --- |
|
|
| ### How to Use AnimeSAI on EnhanceAI.art |
|
|
| 1. **Open the Website**: Visit [EnhanceAI.art](https://enhanceai.art). |
| 2. **Login/Register**: Create an account or log in. |
| 3. **Access Playground V2**: Navigate to the Playground V2 section. |
| 4. **Select Model**: Choose `AnimeSAI` from the available models. |
| 5. **Write Prompt**: Enter your desired text prompt. |
| 6. **Click Generate**: Hit generate and watch your anime-style image come to life. |
|
|
| --- |
|
|
| Happy creating! |
|
|
| - The EnhanceAI Team |
| - Pranav Ajay |
