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Description

Recent advancements in text-based 3D object generation have yielded encouraging outcomes; however, leading methods generally need several GPU hours to create a single sample, which is a stark contrast to the latest generative image models capable of producing samples within seconds or minutes. In this study, we present a different approach to generating 3D objects that enables the creation of models in just 1-2 minutes using a single GPU. Our technique initiates by generating a synthetic view through a text-to-image diffusion model, followed by the development of a 3D point cloud using a second diffusion model that relies on the generated image for conditioning. Although our approach does not yet match the top-tier quality of existing methods, it offers a significantly faster sampling process, making it a valuable alternative for specific applications. Furthermore, we provide access to our pre-trained point cloud diffusion models, along with the evaluation code and additional models, available at this https URL. This contribution aims to facilitate further exploration and development in the realm of efficient 3D object generation.

Description

Stable Diffusion is a generative image model family from Stability AI designed to help users create high-quality images across many styles and use cases. The models can generate photography, 3D visuals, paintings, line art, illustrations, product concepts, branded assets, and other creative outputs from text prompts. Stable Diffusion is built for strong prompt following, giving users more control over the final image and making it useful for detailed creative direction. The model family includes options optimized for professional image quality, faster generation, and customization on consumer hardware. Users can deploy Stable Diffusion through a self-hosted license, integrate it through the Stability AI API, access it through cloud partners, or use it in web-based creative tools. Stability AI also offers image editing APIs and tools for editing uploaded or generated images. These tools support object erasing, inpainting, outpainting, upscaling, sketch-based generation, structural control, and style control. Stable Diffusion can support workflows such as brand style creation, product photography, concept art, marketing visuals, app experiences, creative tools, and enterprise image generation. By combining flexible deployment, image generation, editing, and customization, Stable Diffusion gives teams a powerful foundation for building and scaling AI-powered visual creation.

API Access

Has API No 

API Access

Has API No 

Screenshots View All

Screenshots View All

Integrations

AI Dev Codes No 
Aerogram No 
Airt No 
Amazon Bedrock No 
Anything No 
Artimator No 
Automi No 
Azure Marketplace No 
Figma Weave No 
GMTech No 
IMLAZY AI No 
MindOne No 
Model Playground No 
Odyssey No 
OpenClaw No 
Oxlo.ai No 
PromptBase No 
Pruna AI No 
Stable Doodle No 
Waifu Diffusion No 

Integrations

AI Dev Codes Yes 
Aerogram Yes 
Airt Yes 
Amazon Bedrock Yes 
Anything Yes 
Artimator Yes 
Automi Yes 
Azure Marketplace Yes 
Figma Weave Yes 
GMTech Yes 
IMLAZY AI Yes 
MindOne Yes 
Model Playground Yes 
Odyssey Yes 
OpenClaw Yes 
Oxlo.ai Yes 
PromptBase Yes 
Pruna AI Yes 
Stable Doodle Yes 
Waifu Diffusion Yes 

Pricing Details

No price information available.
Free Trial No 
Free Version No 

Pricing Details

$0.2 per image
Free Trial Yes 
Free Version No 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support Yes 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support Yes 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) No 
In Person No 

Types of Training

Training Docs No 
Webinars No 
Live Training (Online) No 
In Person No 

Vendor Details

Company Name

OpenAI

Founded

2015

Country

United States

Website

openai.com/research/point-e

Vendor Details

Company Name

Stability AI

Founded

2019

Country

United Kingdom

Website

stability.ai/stable-image

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