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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
Advanced Imaging Concepts (AIC) is at the forefront of delivering top-notch Digital Imaging solutions for Optical Microscopes available today. Are you in the process of acquiring Digital Imaging Equipment for Microscopy but feeling overwhelmed by the options? Let AIC demonstrate the benefits of leveraging your current equipment! Instead of discarding outdated devices, AIC can guide you in integrating advanced features such as Z-Focus control, motorized X-Y stages, and shutters for both transmitted and fluorescent illumination, in addition to deconvolution software and comprehensive Real Time Confocal Systems. Since 1989, AIC has been committed to offering cutting-edge Digital Imaging Solutions to its clientele. Notably, in 1993, AIC launched Image Central™—an innovative MS-Windows program tailored for the microscopy sector that enables effective image archival and databasing. This software serves as a robust information and image management tool, allowing organizations to store, browse, and search for images of all kinds through intuitive alphanumeric queries, ultimately enhancing productivity and efficiency in microscopy research. With AIC by your side, you can maximize the potential of your microscopy investments.
API Access
Has API
API Access
Has API
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Integrations
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Pricing Details
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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
Advanced Imaging Concepts
Founded
1989
Website
www.aic-imagecentral.com
Product Features
Product Features
Medical Lab
Audit Trail
Data Analysis Auditing
Data Security
EMR Interface
Fax Management
Lab Instrument Interface
Multi-Location Printing
Online Instrumentation
Physician Test Panels
Procedure-Based Billing
Sample Tracking