+
+

Related Products

  • Picsart Enterprise
    26 Ratings
    Visit Website
  • PackageX OCR Scanning
    46 Ratings
    Visit Website
  • LM-Kit.NET
    23 Ratings
    Visit Website
  • LTX
    141 Ratings
    Visit Website
  • HERE Enterprise Browser
    2 Ratings
    Visit Website
  • TinyPNG
    47 Ratings
    Visit Website
  • Docmosis
    48 Ratings
    Visit Website
  • Fraud.net
    56 Ratings
    Visit Website
  • Azore CFD
    24 Ratings
    Visit Website
  • MobiPDF (formerly PDF Extra)
    6,075 Ratings
    Visit Website

About

Recent breakthroughs in text-to-image synthesis have been driven by diffusion models trained on billions of image-text pairs. Adapting this approach to 3D synthesis would require large-scale datasets of labeled 3D assets and efficient architectures for denoising 3D data, neither of which currently exist. In this work, we circumvent these limitations by using a pre-trained 2D text-to-image diffusion model to perform text-to-3D synthesis. We introduce a loss based on probability density distillation that enables the use of a 2D diffusion model as a prior for optimization of a parametric image generator. Using this loss in a DeepDream-like procedure, we optimize a randomly-initialized 3D model (a Neural Radiance Field, or NeRF) via gradient descent such that its 2D renderings from random angles achieve a low loss. The resulting 3D model of the given text can be viewed from any angle, relit by arbitrary illumination, or composited into any 3D environment.

About

Pony Diffusion is a versatile text-to-image diffusion model designed to generate high-quality, non-photorealistic images across various styles. It offers a user-friendly interface where users simply input descriptive text prompts and the model creates vivid visuals ranging from stylized pony-themed artwork to dynamic fantasy scenes. The fine-tuned model uses a dataset of approximately 80,000 pony-related images to optimize relevance and aesthetic consistency. It incorporates CLIP-based aesthetic ranking to evaluate image quality during training and supports a “scoring” system to guide output quality. The workflow is straightforward; craft a descriptive prompt, run the model, and save or share the generated image. The service clarifies that the model is trained to produce SFW content and is available under an OpenRAIL-M license, thereby allowing users to freely use, redistribute, and modify the outputs subject to certain guidelines.

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

Businesses looking for an advanced AI 3D Model Generator solution

Audience

Artists, illustrators, hobbyists and creatives in need of a tool to generate stylized, high-quality illustrations and creative visuals without deep technical or art-software expertise

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

Pricing

No information available.
Free Version
Free Trial

Pricing

Free
Free Version
Free Trial

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

DreamFusion
dreamfusion3d.github.io

Company Information

Pony Diffusion
United States
ponydiffusion.com

Alternatives

Alternatives

Point-E

Point-E

OpenAI
Imagen

Imagen

Google
RODIN

RODIN

Microsoft
AiBlocks

AiBlocks

BHAI

Categories

Categories

Integrations

No info available.

Integrations

No info available.
Claim DreamFusion and update features and information
Claim DreamFusion and update features and information
Claim Pony Diffusion and update features and information
Claim Pony Diffusion and update features and information