Basic concepts on AIGC

About the course materials
General Course Format and Strategies
Introduction
Foundations for AIGC
- Computers and content generation
- A brief introduction to AI
Generative AI
- Introduction to Generative AI
  - Going deeper into Generative AI models
Deep Neural Networks and content generation
Current image generation techniques
- GANs
Current text generation techniques
- Basic concepts in NLP in Large Language Models (LLMs)
- How chatGPT works
Prompt engineering
- Prompts for LLM
- Prompts for image generators
Current AI generative tools
Use cases
Final topics
Glossary
- Glossary of terms
References
- Main references
- Additional material

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3D generation
DreamFusion
Sound
Video
Video using stable diffusion
3D generation from few shots: NeRF
CLIP interrogation: from pictures to prompts
Super Resolution

Video, 3D, sound, and more

PreviousEmergent abilities of LLM NextCurrent landscape of cutting-edge AI generative tools

Last updated 1 year ago

3D generation

DreamFusion

https://dreamfusion3d.github.io/

Sound

Video

Meta: https://makeavideo.studio/

Phenaki: https://phenaki.video/

Video using stable diffusion

3D generation from few shots: NeRF

CLIP interrogation: from pictures to prompts

Super Resolution

Point E - a Hugging Face Space by openaihuggingface

GitHub - pschaldenbrand/Text2Video: A fast approach for translating a series of text prompts into a video. The 2022 NeurIPS Workshop on Machine Learning for Creativity and DesignGitHub

Making your first AI-generated animation with Deforum Stable DiffusionMedium

RiffusionRiffusion

GitHub - openai/point-e: Point cloud diffusion for 3D model synthesisGitHub

NeRF: Neural Radiance FieldsMedium

What is ‘Image Super Resolution’, and why do we need it?Medium

CLIP Interrogator - a Hugging Face Space by pharmahuggingface