How does OpenAI Sora actually work?
OpenAI Sora is a state of the art text-to-video generative AI model and it is the best AI video generation model BY FAR. OpenAI has released a technical research blog post explaining how Sora actually works and today I am getting hands on and doing a deep dive of how this diffusion transformer model actually works. OpenAI Sora explained.
Sora makes it possible to create one minute long photorealistic videos that remain consistent - something that no other company or research group has been able to show as of yet, and it is made possible through the use of 'latent spacetime patches' and other innovations that OpenAI has applied in the creation of the model.
The model not only creates video but can perform image-to-video, video-to-video, and also seems to have emergent capabilities that can simulate the world and maintain cohesion and object permanence.
Full announcement link: https://openai.com/sora
Research Blog Post: https://openai.com/research/video-gen...
🚀 What You'll Learn:
How OpenAI Sora actually works
How Sora was trained
What latent spacetime patches are
What diffusion AI models are
How diffusion AI models work
How AI text-to-video models work
How Sora can modify existing videos
Sora's Image-To-Video and Video-to-video AI capabilities
How Sora can create photo-realistic images
How Sora can simulate the real world
💡 Perfect for Viewers Interested in:
OpenAI Sora
AI-powered tools
AI deep dives
Hands-on AI tutorials
AI explained
AI Simulation
Making AI videos
AI Video generation / AI text-to-video
Learning about the latest AI tech
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💬 Questions or Feedback? Drop your thoughts in the comments below, and I'll be sure to get back to you!
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Chapters:
00:00 - Introducing Sora
00:27 - Diffusion Models
03:36 - Spacetime Latent Patches
08:50 - Training Sora
11:00 - Prompting with Images & Videos
14:04 - Image Generation
14:35 - Simulating Reality
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