Skip to content

gongminmin/awesome-aigc

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

4 Commits
 
 
 
 
 
 

Repository files navigation

Awesome AIGC

A list of awesome AIGC works.

We are using Technology Readiness Level (TRL) to evaluate the maturity of each technology. It's defined close to NASA's TRL concept. The TRLs are scaled from 1 to 9, with 9 being the most mature technology.

  1. Basic principles reported
  2. Technology concept and/or application formulated
  3. Critical function proof-of concept
  4. Research work available
  5. Research prototype validated
  6. Prototype operated by professional users
  7. Prototype operated by end-users
  8. Actual product completed and validated by end-users
  9. Actual product proven by massive end-users for daily basis

Most technologies in this list should fall into 4 or above.

Text

This category takes text as input.

Text to Text

Name TRL More Links
Brad 5-6
ChatGPT 8-9 [API] [Paper]
Claude 5-6 [Paper]
Copilot (Code only) 8-9
GPT-4 7-8 [API] [Paper]
LLaMA 6-7 [Paper] [Code]
New Bing 7-8
StableLM 5-6 [Code]

Text to Image

Name TRL More Links
DALL·E 2 7-8 [API] [Paper]
MidJourney 8-9
Stable Diffusion 7-8 [Paper] [Code]
TEXTure (Texture only) 4-5 [Paper] [Code] [Demo]

Text to Video

Name TRL More Links
Fliki 8-9 [API]
Make-A-Video 4-5 [Paper]
Phenaki 4-5 [Paper]

Text to Mesh

Name TRL More Links
DreamFusion 4-5 [Paper] [3rd Party Code]
DreamFields 4-5 [Paper] [Code]
Magic3D 4-5 [Paper]
Text2Mesh 4-5 [Paper] [Code]

Text to Voice

Name TRL More Links
Murf 7-8 [API]

Text to Music

Name TRL More Links
Mubert 8-9 [API]

Image

This category takes single image or multiple images as input.

Image to Text

Name TRL More Links
BLIP-2 4-5 [Paper] [Code]

Image to Image

Name TRL More Links
img2img 6-7 [Paper] [Code]

Image to Mesh

Name TRL More Links
GET3D 4-5 [Paper] [Code]
nvdiffrec 5-6 [Paper] [Code]
pix2pix3D 5-6 [Paper] [Code]

Image to Video

Name TRL More Links
Make-A-Video 4-5 [Paper]

Enhancement

This category contains enhancement methods to other AIGCs.

Name TRL More Links
ControlNet 5-6 [Paper]
GPTCache 5-6 [Code]

Contributing

Contributions are super welcome. When you do it, please follow the contribution guidelines.