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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
PhotoG is an innovative marketing solution powered by artificial intelligence, aimed at automating and improving the creation of ecommerce content. Functioning as a cohesive unit of specialized AI agents—ranging from content strategists and insight analysts to visual architects, video directors, 3D modelers, and campaign managers—this platform collaborates seamlessly to produce SEO-focused text, assess market dynamics, create stunning visuals and videos, design 3D models, and refine marketing strategies in real time. Among its advanced features are live tracking of keyword performance, AI-generated headlines, competitor pricing assessments, photorealistic 3D renderings, digital human replication for videos, and adaptive campaign modifications. Users who adopted PhotoG early have noted remarkable increases in both web traffic and sales, reporting growths of 40% and 30%, respectively. This platform is compatible with a variety of ecommerce systems and is ideal for businesses eager to enhance their marketing initiatives through the advantages of AI technology. Moreover, PhotoG’s ability to integrate seamlessly into existing workflows makes it an attractive option for companies aiming to stay ahead in a competitive market.
API Access
Has API
API Access
Has API
Integrations
AliExpress
Amazon
SHEIN
Shopee
Shopify
Temu
TikTok
Pricing Details
No price information available.
Free Trial
Free Version
Pricing Details
$29 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
DreamFusion
Website
dreamfusion3d.github.io
Vendor Details
Company Name
PhotoG
Country
United States
Website
photog.art/