Point-E

Point-E

OpenAI
Seed3D

Seed3D

ByteDance
+
+

Related Products

  • LTX
    182 Ratings
    Visit Website
  • PackageX OCR Scanning
    48 Ratings
    Visit Website
  • Lockbox LIMS
    72 Ratings
    Visit Website
  • AuctionMethod
    43 Ratings
    Visit Website
  • Adobe Firefly
    25,030 Ratings
    Visit Website
  • SciSure
    299 Ratings
    Visit Website
  • KonstructIQ
    7 Ratings
    Visit Website
  • QBench
    152 Ratings
    Visit Website
  • Google AI Studio
    40 Ratings
    Visit Website
  • Google Cloud Platform
    61,049 Ratings
    Visit Website

About

While recent work on text-conditional 3D object generation has shown promising results, the state-of-the-art methods typically require multiple GPU-hours to produce a single sample. This is in stark contrast to state-of-the-art generative image models, which produce samples in a number of seconds or minutes. In this paper, we explore an alternative method for 3D object generation which produces 3D models in only 1-2 minutes on a single GPU. Our method first generates a single synthetic view using a text-to-image diffusion model and then produces a 3D point cloud using a second diffusion model which conditions the generated image. While our method still falls short of the state-of-the-art in terms of sample quality, it is one to two orders of magnitude faster to sample from, offering a practical trade-off for some use cases. We release our pre-trained point cloud diffusion models, as well as evaluation code and models, at this https URL.

About

Seed3D 1.0 is a foundation-model pipeline that takes a single input image and generates a simulation-ready 3D asset, including closed manifold geometry, UV-mapped textures, and physically-based rendering material maps, designed for immediate integration into physics engines and embodied-AI simulators. It uses a hybrid architecture combining a 3D variational autoencoder for latent geometry encoding, and a diffusion-transformer stack to generate detailed 3D shapes, followed by multi-view texture synthesis, PBR material estimation, and UV texture completion. The geometry branch produces watertight meshes with fine structural details (e.g., thin protrusions, holes, text), while the texture/material branch yields multi-view consistent albedo, metallic, and roughness maps at high resolution, enabling realistic appearance under varied lighting. Assets generated by Seed3D 1.0 require minimal cleanup or manual tuning.

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

Anyone searching for a system for generating 3D point clouds from complex prompts

Audience

Engineers and creators in robotics, gaming, AR/VR and simulation seeking a tool to convert 2D images into high-fidelity 3D assets ready for physics engines and virtual-world application

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

Pricing

No information available.
Free Version
Free Trial

Pricing

No information available.
Free Version
Free Trial

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

OpenAI
Founded: 2015
United States
openai.com/research/point-e

Company Information

ByteDance
Founded: 2012
China
seed.bytedance.com/en/seed3d

Alternatives

Alternatives

Shap-E

Shap-E

OpenAI
RODIN

RODIN

Microsoft
Hi3D

Hi3D

Math Magic

Categories

Categories

Integrations

No info available.

Integrations

No info available.
Claim Point-E and update features and information
Claim Point-E and update features and information
Claim Seed3D and update features and information
Claim Seed3D and update features and information