To make text-to-image (T2I) easy(方便灌水), this repository provide a collection of image models, training / validation scripts that aim to pull together a wide variety of T2I models. We provide simple demos, and experimental experiences from volunteers. 还有一个CCF B~C的相关中英文期刊会议列表
Awesome-Text-to-Image Click here
We would like to maintain a list of repoduced results of text-to-image models. Please feel free to [open an issue]to add your results.
The results of each person matters. You are encouraged to submit your results and join us to help more people.
The submission formate is defined in Submission Example. If you have more than one result, submit them in a single issue and summurize them in the title.
In this sheet, we report the best reproduced results.
Paper | Method | Conference | Code | IS(bird) | FID(bird) | IS(COCO) | FID(COCO) | IS(flower) | FID(flower) |
---|---|---|---|---|---|---|---|---|---|
[DF-GAN]() | GAN | CVPR | Pytorch | 5.10 | 14.81 | - | 19.32 | - | - |
[stack-GAN]() | GAN | CVPR | Pytorch | 3.70±.07 | 51.89 | 8.45±.03 | 74.05 | 3.20±.01 | 55.28 |
[LAFITE]() | GAN | arxiv | Pytorch | - | 9.25 | - | - | - | - |
[stack++]() | GAN | Tpami | Pytorch | 4.04±.05 | 15.30 | 8.30±.10 | 81.59 | 3.26±.01 | 48.68 |
[DCGAN]() | GAN | ICML | Pytorch | - | - | - | - | - | - |
[RAT-GAN]() | GAN | arxiv | Pytorch | 5.36±.20 | 13.91 | - | 14.60 | 4.09 | - |
In this sheet, we summarize the original results in the paper.
Paper | Method | Conference | Code | IS(bird) | FID(bird) | IS(COCO) | FID(COCO) | IS(flower) | FID(flower) |
---|---|---|---|---|---|---|---|---|---|
[DF-GAN]() | GAN | CVPR | Pytorch | 5.10 | 14.81 | - | 19.32 | - | - |
[stack-GAN]() | GAN | CVPR | Pytorch | 3.70±.07 | 51.89 | 8.45±.03 | 74.05 | 3.20±.01 | 55.28 |
[LAFITE]() | GAN | arxiv | Pytorch | - | 9.25 | - | - | - | - |
[stack++]() | GAN | Tpami | Pytorch | 4.04±.05 | 15.30 | 8.30±.10 | 81.59 | 3.26±.01 | 48.68 |
[DCGAN]() | GAN | ICML | Pytorch | - | - | - | - | - | - |
[RAT-GAN]() | GAN | arxiv | Pytorch | 5.36±.20 | 13.91 | - | 14.60 | 4.09 | - |
CVPR
2022
CVPR
2022
CVPR
2022
2017相关三区期刊列表 1、COMPUTER VISION AND IMAGE UNDERSTANDING
2、Image and Vision Computing
3、SIGNAL PROCESSING-IMAGE COMMUNICATION
4、JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION
Name | Results Submitted | Other Contribution |
---|---|---|
Wenjun Chen | 1 | - |
Shouxin Zhang | 0 | Routine maintenance |
Jingsong Su | 2 | Build the demos |
Yutong Zhou | - | Build the survey |