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The new revolution of Generative AI models
  • Introduction
  • Basic concepts on Generative AI
    • Computational creativity
    • Intelligence? Creativity?
    • Artificial Intelligence
    • Machine Learning
    • Deep Learning
      • What makes a cat a cat?
      • Artificial neuron
      • Neural networks
      • Some traditional neural network architectures
      • Discriminative AI vs. Generative AI
    • Generative AI
    • NLP: Natural Language Processing
      • Language models
        • Word embeddings
        • LLMs (Large Language Models)
      • Transformers
      • GPT models
        • chatGPT
    • Image generation
      • Autoencoders
      • GANs
      • Stable Diffusion model
    • This has just started...
  • Main Generative AI tools
    • Pre-trained models
    • Chatbots, search engines and LLMs
      • Whisper for automatic speech recognition
    • Coding
    • Arts and graphics
      • Stable Diffusion Web UI for image generation (among other tools)
      • StableDiffusion for generating animations between prompts
      • Topic-driven image generation with DreamBooth
        • Lensa app
      • Point-E
      • NeRF & DreamFusion
    • Writing
    • Research
    • Video
    • Music
      • Jukebox
  • Can we develop new solutions?
    • Summarizing and translating videos from YouTube
    • Converting a YouTube video to an article, caption included
    • Creating and illustrating a story from a storyline
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  • NeRF
  • DreamFusion
  1. Main Generative AI tools
  2. Arts and graphics

NeRF & DreamFusion

Neural Radiance Fields

PreviousPoint-ENextWriting

Last updated 2 years ago

NeRF

From a diffusion model we can generate several images of a scene or object from different views -> NeRF -> 3D model

DreamFusion

DreamFusion uses StableDiffusion to generate several images of the same object/scene/person from different points of view. These pictures are passed to a NeRF model to generate a a 3D object

LogoGetting Started with NVIDIA Instant NeRFs | NVIDIA Technical BlogNVIDIA Technical Blog
LogoDreamFusion: Text-to-3D using 2D DiffusionDreamFusion: Text-to-3D using 2D Diffusion
Research paper explanation