Robotislove / awesome-aigc

A list of awesome AIGC works

Awesome AIGC

A list of awesome AIGC works.

• Text
  • Text to Text
  • Text to Image
  • Text to Video
  • Text to Mesh
  • Text to Voice
  • Text to Music
• Image
  • Image to Text
  • Image to Image
  • Image to Mesh
  • Image to Video
• Enhancement

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

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]

Contributing

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