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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 Imagen 2?
Imagen 2 represents a cutting-edge model developed by Google Research, designed to generate images directly from text inputs using advanced AI techniques. By employing complex diffusion methods alongside a profound comprehension of language, it produces exceptionally detailed and realistic visuals based on textual descriptions. Compared to its predecessor, this version enhances resolution, improves texture quality, and increases semantic accuracy, allowing for a more precise representation of both complex and abstract concepts. The combination of its visual and linguistic strengths enables Imagen 2 to traverse a wide range of artistic, conceptual, and realistic styles effectively. This pioneering innovation not only transforms the landscape of content creation but also carries far-reaching implications for the fields of design and entertainment, pushing the boundaries of what creative artificial intelligence can achieve. Furthermore, its adaptability renders it an essential resource for professionals aiming to push the envelope in visual storytelling and engage audiences in new and exciting ways.
Integrations Supported
Fuser
Gemini
Gemini 1.5 Flash
Gemini 1.5 Pro
Gemini 2.0
Gemini 2.0 Flash
Gemini Advanced
Gemini Enterprise
Gemini Nano
Gemini Pro
Integrations Supported
Fuser
Gemini
Gemini 1.5 Flash
Gemini 1.5 Pro
Gemini 2.0
Gemini 2.0 Flash
Gemini Advanced
Gemini Enterprise
Gemini Nano
Gemini Pro
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
Date Founded
1998
Company Location
United States
Company Website
deepmind.google/technologies/imagen-2/