BRIA 2.3 ControlNet ColorGrid

🚀 BRIA 2.3 ControlNet ColorGrid Model Card

BRIA 2.3 ControlNet-ColorGrid is built on BRIA 2.3 Text-to-Image. It can generate high - quality images based on text prompts and the color grid from input images, enabling the creation of different scenes with the same color grid.

BRIA 2.3 is trained from scratch on licensed data from our data partners. It's safe for commercial use, offers full legal liability for copyright and privacy infringement, and mitigates harmful content. Our dataset is free of copyrighted materials, harmful content, and privacy - infringing content.

✨ Features

• High - Quality Image Generation: Generate high - quality images guided by text prompts and color grids.
• Commercial Use Safety: Trained on licensed data, ensuring safety for commercial use and full legal liability coverage.

📦 Installation

pip install diffusers

💻 Usage Examples

Basic Usage

from diffusers import ControlNetModel, StableDiffusionXLControlNetPipeline
import torch
from PIL import Image

controlnet = ControlNetModel.from_pretrained(
    "briaai/BRIA-2.3-ControlNet-ColorGrid",
    torch_dtype=torch.float16
)

pipe = StableDiffusionXLControlNetPipeline.from_pretrained(
    "briaai/BRIA-2.3",
    controlnet=controlnet,
    torch_dtype=torch.float16,
)
pipe.to("cuda")

prompt = "A portrait of a Beautiful and playful ethereal singer, golden designs, highly detailed, blurry background"
negative_prompt = "Logo,Watermark,Text,Ugly,Morbid,Extra fingers,Poorly drawn hands,Mutation,Blurry,Extra limbs,Gross proportions,Missing arms,Mutated hands,Long neck,Duplicate,Mutilated,Mutilated hands,Poorly drawn face,Deformed,Bad anatomy,Cloned face,Malformed limbs,Missing legs,Too many fingers"

# Create ColorGrid image
input_image = Image.open('pics/singer.png')
control_image = input_image.resize((16, 16)).resize((1024,1024), Image.NEAREST)

image = pipe(prompt=prompt, negative_prompt=negative_prompt, image=control_image, controlnet_conditioning_scale=1.0, height=1024, width=1024).images[0]

📚 Documentation

Model Description

Get Access

BRIA 2.3 ControlNet - ColorGrid requires access to BRIA 2.3 Text - to - Image. For more information, click here.

📄 License

This model is licensed under bria-2.3.