Point Cloud Automata

Point Cloud Automata

Geosun Navigation
Point-E

Point-E

OpenAI
+
+

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About

The PCA was initially designed for Geosun point cloud data. The highlight of PCA is automatic processing, such as filtering, classification, and single-tree segmentation. Users don’t need much operation or interaction with PCA. PCA has two parts, PCA Toolbox and PCA Viewer. PCA Toolbox is only for automatic data processing, and PCA Viewer is mainly for data visualization. Extremely high density, massive data, precise location, penetration of vegetation, fusion of RGB and point cloud, performing strip adjustment, no outliers, and single tree segmentation and information extraction.

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.

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

Companies wanting a tool to manage and automate their data processing operations

Audience

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

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

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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

Geosun Navigation
Founded: 2015
China
www.geosunlidar.com/sale-39101309-point-cloud-automata-pca-post-processing-software.html

Company Information

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

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Categories

Categories

Integrations

No info available.

Integrations

No info available.
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