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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
SeedEdit is a cutting-edge AI image-editing model created by the Seed team at ByteDance, allowing users to modify existing images through natural-language prompts while keeping unaltered areas intact. By providing an input image along with a description of the desired changes—such as altering styles, removing or replacing objects, swapping backgrounds, adjusting lighting, or changing text—the model generates a final product that seamlessly integrates the edits while preserving the original's structural integrity, resolution, and identity. Utilizing a diffusion-based architecture, SeedEdit is trained through a meta-information embedding pipeline and a joint loss approach that merges diffusion and reward losses, ensuring a fine balance between image reconstruction and regeneration. This results in remarkable editing control, detail preservation, and adherence to user prompts. The latest iteration, SeedEdit 3.0, is capable of performing high-resolution edits of up to 4K, boasts rapid inference times (often under 10-15 seconds), and accommodates multiple rounds of sequential editing, making it an invaluable tool for creative professionals and enthusiasts alike. Its innovative capabilities allow users to explore their artistic visions with unprecedented ease and flexibility.
API Access
Has API
API Access
Has API
Integrations
GPT-4o
Gemini
Pricing Details
No price information available.
Free Trial
Free Version
Pricing Details
No price information available.
Free Trial
Free Version
Deployment
Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook
Deployment
Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook
Customer Support
Business Hours
Live Rep (24/7)
Online Support
Customer Support
Business Hours
Live Rep (24/7)
Online Support
Types of Training
Training Docs
Webinars
Live Training (Online)
In Person
Types of Training
Training Docs
Webinars
Live Training (Online)
In Person
Vendor Details
Company Name
OpenAI
Founded
2015
Country
United States
Website
openai.com/research/point-e
Vendor Details
Company Name
ByteDance
Founded
2012
Country
China
Website
seed.bytedance.com/en/seededit