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Description
Recent advancements in the realm of text-to-image synthesis have emerged from diffusion models that have been trained on vast amounts of image-text pairs. To successfully transition this methodology to 3D synthesis, it would necessitate extensive datasets of labeled 3D assets alongside effective architectures for denoising 3D information, both of which are currently lacking. In this study, we address these challenges by leveraging a pre-existing 2D text-to-image diffusion model to achieve text-to-3D synthesis. We propose a novel loss function grounded in probability density distillation that allows a 2D diffusion model to serve as a guiding principle for the optimization of a parametric image generator. By implementing this loss in a DeepDream-inspired approach, we refine a randomly initialized 3D model, specifically a Neural Radiance Field (NeRF), through gradient descent to ensure its 2D renderings from various angles exhibit a minimized loss. Consequently, the 3D representation generated from the specified text can be observed from multiple perspectives, illuminated with various lighting conditions, or seamlessly integrated into diverse 3D settings. This innovative method opens new avenues for the application of 3D modeling in creative and commercial fields.
Description
Virtuall serves as a cutting-edge, cloud-based 3D collaboration workspace designed specifically for contemporary studios, creators, and teams augmented by AI, effectively merging human creativity with generative AI workflows within a single platform. It provides comprehensive asset and project management capabilities, featuring tools for task assignment, production oversight, cloud storage solutions, version control, tagging systems, revision logs, and auditing functions. Artists can rapidly create 3D models from sketches, images, text, or multi-perspective inputs, evaluate outcomes from various AI engines, and export either high or low polygon models suited for diverse applications. The platform allows users to render, preview, annotate, share, and scrutinize models conveniently through their browser, benefiting from seamless version control, integration with Slack and Jira, instant sharing options, and support for over 400 format combinations in full 3D conversion. Enhanced collaboration tools are built-in, offering features like real-time annotations, organized feedback processes, stakeholder reviews, and insights into production performance, ensuring that pipelines are managed with transparency and efficiency. This innovative workspace not only elevates creative workflows but also fosters teamwork among users, ultimately leading to more refined and effective project outcomes.
API Access
Has API
API Access
Has API
Integrations
Instagram
Jira
Roblox
Slack
Snapchat
TikTok
Pricing Details
No price information available.
Free Trial
Free Version
Pricing Details
No price information available.
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
DreamFusion
Website
dreamfusion3d.github.io
Vendor Details
Company Name
Virtuall
Founded
2022
Country
Denmark
Website
virtuall.pro/