https://github.com/enhuiz/image-generation
Compare some image generation models.
https://github.com/enhuiz/image-generation
Last synced: 3 months ago
JSON representation
Compare some image generation models.
- Host: GitHub
- URL: https://github.com/enhuiz/image-generation
- Owner: enhuiz
- License: mit
- Created: 2023-01-09T13:01:32.000Z (over 2 years ago)
- Default Branch: main
- Last Pushed: 2023-01-11T06:37:03.000Z (over 2 years ago)
- Last Synced: 2025-01-07T18:29:00.818Z (5 months ago)
- Language: Python
- Homepage:
- Size: 1.1 MB
- Stars: 0
- Watchers: 3
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
# Image Generation
Compare some image generation models.
[](https://www.buymeacoffee.com/enhuiz)
## Results
### Figures
#### FID

### Tables
#### Train Subset
| path | split | step | fid |
| :----------------------------------------- | :-------- | ----: | ------: |
| logs/cifar10/dc-vq-vae-gan/1673339840 | train_200 | 10000 | 205.634 |
| logs/cifar10/dc-vq-vae-perc-gan/1673404674 | train_200 | 10000 | 205.701 |
| logs/cifar10/dc-vae-pic-gan/1673335478 | train_200 | 10000 | 220.968 |
| logs/cifar10/dc-vae-gan/1673341055 | train_200 | 10000 | 223.802 |
| logs/cifar10/dc-gan/1673336477 | train_200 | 8000 | 233.425 |
| logs/cifar10/dc-vae/1673339069 | train_200 | 10000 | 294.739 |
| logs/cifar10/dc-vae-pic/1673338278 | train_200 | 2000 | 306.798 |
| logs/cifar10/dc-vq-vae/1673337406 | train_200 | 8000 | 308.909 |#### Test set
| path | split | step | fid |
| :----------------------------------------- | :---- | ----: | ------: |
| logs/cifar10/dc-vq-vae-perc-gan/1673404674 | test | 10000 | 114.352 |
| logs/cifar10/dc-vq-vae-gan/1673339840 | test | 8000 | 116.086 |
| logs/cifar10/dc-vae-pic-gan/1673335478 | test | 10000 | 150.127 |
| logs/cifar10/dc-vae-gan/1673341055 | test | 10000 | 158.812 |
| logs/cifar10/dc-gan/1673336477 | test | 10000 | 164.936 |
| logs/cifar10/dc-vae/1673339069 | test | 10000 | 243.624 |
| logs/cifar10/dc-vq-vae/1673337406 | test | 10000 | 256.828 |
| logs/cifar10/dc-vae-pic/1673338278 | test | 2000 | 267.614 |