Blue Archive Art Style Image Generator API

This project provides an API to generate images in the Blue Archive art style using FastAPI. The API leverages the power of Stable Diffusion and Diffusers to produce high-quality images.

this looks like Bronya xD

Requirements

To get started, ensure you have the following Python packages installed:

pip install fastapi[all] diffusers transformers accelerate torch

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Choosing a Model (Optional)

By default, the project uses the model John6666/baxl-v3-sdxl. If you wish to use a different model, modify the service.py file.

scheduler = EulerDiscreteScheduler.from_pretrained("John6666/baxl-v3-sdxl", subfolder="scheduler")
pipeline = DiffusionPipeline.from_pretrained(
    "John6666/baxl-v3-sdxl",
    scheduler=scheduler,
    use_safetensors=True,
    # torch_dtype=torch.float16
)

Original Model Source

The original model used in this project is derived from BAXL. You can find the link to the model here.

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Running the Project

1. Start the FastAPI server:

   uvicorn main:app --reload --port 8080

2. Access the API documentation at:

   http://127.0.0.1:8080/docs
   

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Using the API

Step 1: Test the Endpoint /api/v1/generate/

1. Navigate to the /docs page in your browser.

2. Click Try it out on the /api/v1/generate/ endpoint.

3. Enter your prompt and other parameters (e.g., width, height) in the input fields and click Execute.

4. Wait (it will take a lot of times depend on your device)

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Step 2: View the Result

The API will return the generated image:

Features

• Generate high-quality images in the Blue Archive art style.
• Fully customizable with prompts and other parameters (e.g., resolution, steps, and guidance scale).
• Easily switch between models for different styles or outputs.

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Feel free to contribute or report any issues! 🎨