Canopus-Pixar-Art Open Source LoRA Model - Free Generation of High-Quality Pixar-Style Images

Canopus Pixar Art

Developed by prithivMLmods

A LoRA model focused on generating high-quality Pixar-style images, trained on Stable Diffusion XL 1.0

Image Generation Open Source License:Apache-2.0 #Pixar-style 3D generation #LoRA fine-tuning adaptation #Disney-style rendering

Downloads 80

Release Time : 7/13/2024

Model Overview

This model fine-tunes the SDXL base model using LoRA technology, specifically designed for generating 3D images with Pixar animation style, supporting various stylization parameter adjustments

Model Features

Pixar Style Specialization

Optimized with specific training data to accurately capture the unique artistic style of Pixar animations

Fine Parameter Control

Supports multiple parameter adjustments such as aspect ratio and stylization intensity to meet various creative needs

LoRA Lightweight Adaptation

As a lightweight adapter for SDXL, it enables style transformation while preserving the base model's capabilities

Model Capabilities

Text-to-image generation

3D stylized rendering

Animation style conversion

High-resolution output

Use Cases

Digital Art Creation

Character Concept Design

Quickly generate Pixar-style character prototypes

Example link: images/33.png

Scene Concept Art

Generate scene images with Pixar movie aesthetics

Example link: images/22.png

Content Creation

Social Media Content

Create eye-catching visual content in Pixar style

Example link: images/11.png

🚀 Canopus-Pixar-Art

Canopus-Pixar-Art is a model that provides Pixar image generation capabilities, focusing on high - quality outputs. It's currently in the training phase.

🚀 Quick Start

The model is still in the training phase. This is not the final version and may contain artifacts and perform poorly in some cases.

Property	Details
Space Name	The-Pixar
Hosted on	⚡Hugging Face Spaces⚡
Default Theme	Light by Default / Can be altered
Description	The-Pixar provides pixar image generation capabilities with a focus on high - quality outputs.

✨ Features

This model can generate high - quality Pixar - style images, offering users the ability to create various Pixar - themed images.

📦 Installation

    pipe = StableDiffusionXLPipeline.from_pretrained(
        "-------------xxxxxxxxx----------",
        torch_dtype=torch.float16,
        use_safetensors=True,
    )
    # or
    pipe = StableDiffusionXLPipeline.from_pretrained(
        "stabilityai/stable-diffusion-xl-base-1.0",
        torch_dtype=torch.float16,
        use_safetensors=True,
    )
    pipe.scheduler = EulerAncestralDiscreteScheduler.from_config(pipe.scheduler.config)
    
    pipe.load_lora_weights("prithivMLmods/Canopus-Pixar-Art", weight_name="Canopus-Pixar-Art.safetensors", adapter_name="pixar")
    pipe.set_adapters("pixar")
    pipe.to("cuda")

💻 Usage Examples

Basic Usage

    pipe = StableDiffusionXLPipeline.from_pretrained(
        "stabilityai/stable-diffusion-xl-base-1.0",
        torch_dtype=torch.float16,
        use_safetensors=True,
    )
    pipe.scheduler = EulerAncestralDiscreteScheduler.from_config(pipe.scheduler.config)
    
    pipe.load_lora_weights("prithivMLmods/Canopus-Pixar-Art", weight_name="Canopus-Pixar-Art.safetensors", adapter_name="pixar")
    pipe.set_adapters("pixar")
    pipe.to("cuda")

Advanced Usage

You can use different trigger prompts to generate various Pixar - style images. For example:

3d image, cute girl, in the style of Pixar --ar 1:2 --stylize 750

cartoon 3D sunny bright Pixar - style image : super hero : full costume : cinematic --ar 68:128 --stylize 750 --v 5.2

A young man with light brown wavy hair and light brown eyes sitting in an armchair and looking directly at the camera, pixar style, disney pixar, office background, ultra detailed, 1 man

📚 Documentation

Model description

Canopus - Pixar - Art

Image Processing Parameters

Parameter	Value	Parameter	Value
LR Scheduler	constant	Noise Offset	0.03
Optimizer	AdamW	Multires Noise Discount	0.1
Network Dim	64	Multires Noise Iterations	10
Network Alpha	32	Repeat	28
Epoch	12	Save Every N Epochs	1

Trigger prompts

The following are some trigger prompts you can use:

3d image, cute girl, in the style of Pixar --ar 1:2 --stylize 750

cartoon 3D sunny bright Pixar - style image : super hero : full costume : cinematic --ar 68:128 --stylize 750 --v 5.2

A young man with light brown wavy hair and light brown eyes sitting in an armchair and looking directly at the camera, pixar style, disney pixar, office background, ultra detailed, 1 man

Trigger words

Triggering: The scenario is best for triggers in the prompt or string: Pixar - style, Pixar - 3D, Pixar - HD, Pixar - 4K, Pixar. You should use Pixar to trigger the image generation.

Download model

Weights for this model are available in Safetensors format. Download them in the Files & versions tab.

📄 License

This model is licensed under the apache - 2.0 license.

Featured Recommended AI Models

Empowering the Future, Your AI Solution Knowledge Base

English 简体中文繁體中文にほんご