Average Ratings 0 Ratings
Average Ratings 0 Ratings
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
Pointly is an innovative cloud-based platform that harnesses AI technology to classify and manage 3D point clouds, transforming extensive raw datasets into organized and actionable insights through both automated and manual processes. By providing user-friendly tools and options for pre-trained or custom AI models, it enables effective classification, segmentation, and vectorization of 3D data. The platform features a centralized web-based system for storing, organizing, and annotating point clouds, along with scalable parallel processing capabilities that enhance performance for large datasets. Additionally, it offers a combination of manual annotation tools and automated classifiers to streamline data preparation while improving accuracy. Users benefit from API integration, the ability to export classified point clouds in standard formats such as LAS/LAZ, and collaborative features that facilitate teamwork on projects. Furthermore, Pointly supports custom AI model training tailored to specific applications, ensuring versatility in its use. With the added advantages of secure cloud processing with encrypted storage and flexible deployment options, users can rely on Pointly for efficient and reliable 3D data management.
API Access
Has API
API Access
Has API
Integrations
YouTube
Pricing Details
No price information available.
Free Trial
Free Version
Pricing Details
€99 per month
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
Pointly
Founded
2021
Country
German
Website
pointly.ai/