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What is Point-E?

Recent progress in generating 3D objects from text has shown promising results; nonetheless, many of the leading techniques typically require multiple hours on powerful GPUs to produce just one sample, which stands in stark contrast to the more advanced generative image models that can create samples in a matter of seconds or minutes. In this research, we introduce a novel method for 3D object generation that allows for model creation in merely 1-2 minutes using only a single GPU. Our approach begins with generating a synthetic view through a text-to-image diffusion model, and it is followed by constructing a 3D point cloud using a second diffusion model that is conditioned on the image produced. Although our method has not yet reached the highest quality levels of the best existing techniques, it provides a considerably quicker sampling process, thus serving as a valuable alternative for certain applications. Additionally, we make available our pre-trained point cloud diffusion models, as well as the evaluation code and supplementary models, accessible at this provided URL. This endeavor is intended to encourage further research and innovation in the area of rapid 3D object generation, potentially paving the way for more efficient workflows in the industry.

What is Bentley Descartes?

Unlock the full capabilities of your project information by effortlessly integrating point clouds, flexible digital terrain models, raster images, and historical records into your infrastructure workflows. With an array of advanced reality modeling tools at your fingertips, you can boost efficiency and realize a higher return on investment. Bentley Descartes streamlines the incorporation of imagery into engineering processes, significantly improving the overall quality of your initiatives. The software facilitates the transformation of point clouds into geometric data, speeding up project timelines while upholding engineering standards. Moreover, it allows for the creation of dynamic animations and visual renderings that enhance project presentations. By skillfully leveraging your reality modeling data, you can effectively incorporate point clouds, reality meshes, scalable terrain models, and raster files into your infrastructure workflows. When your infrastructure projects call for the updating of legacy documentation, Descartes equips you with the essential tools to seamlessly blend all imagery into your engineering workflows, ultimately resulting in more cohesive project outcomes. This holistic approach not only optimizes workflows but also fosters improved collaboration and communication among team members, paving the way for innovative solutions.

Media

Media

Integrations Supported

BIMvision
CAD&BIM Free Viewer
EarthCam
ProjectWise

Integrations Supported

BIMvision
CAD&BIM Free Viewer
EarthCam
ProjectWise

API Availability

Has API

API Availability

Has API

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

OpenAI

Date Founded

2015

Company Location

United States

Company Website

openai.com/research/point-e

Company Facts

Organization Name

Bentley Systems

Date Founded

1984

Company Location

United States

Company Website

www.bentley.com/en/products/brands/descartes

Categories and Features

GIS

3D Imagery
Census Data Integration
Color Coding
Geocoding
Image Exporting
Image Management
Internet Mapping
Interoperability
Labeling
Map Creation
Map Sharing
Near-Matching
Reverse Geocoding
Spatial Analysis

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