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.
- Basic principles reported
- Technology concept and/or application formulated
- Critical function proof-of concept
- Research work available
- Research prototype validated
- Prototype operated by professional users
- Prototype operated by end-users
- Actual product completed and validated by end-users
- 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.
