Comments (4)
Hi, as written in the paper, for FFHQ and LSUN Church datasets, we randomly sample 50,000 images from the original datasets as validation sets and calculate FID between the validation sets and 50,000 generated images. For CelebA-HQ, we calculated the FID between 30,000 generated images and all the training samples.
from styleswin.
Thanks. Do you have any uncertainty value for these numbers? Or were all your experiments with the same random seed?
from styleswin.
Sorry, we do not uncertainty value of the reported numbers. The random seeds are all set to the default values.
from styleswin.
Thanks
from styleswin.
Related Issues (20)
- Betas HOT 22
- Size mismatch HOT 1
- Could you tell us how long it took you to train the models, please? HOT 1
- Can styleSwin train like pix2pix? HOT 2
- nvcc fatal: Unknown option '-generate-dependencies-with-compile' HOT 5
- How to finetune? HOT 2
- FID Curve HOT 3
- abnormal image generation HOT 1
- Query: How to save the generated samples HOT 5
- Query: Samples in grid HOT 1
- 你好
- question strategy in resolution progression HOT 2
- Query: 64x64 Datasets HOT 1
- Error using ckpt when resuming HOT 1
- Model Training HOT 2
- Doubts about the networks parameters and FLOPs HOT 1
- suppress artifacts HOT 1
- Size mismatch HOT 1
- Training Artifacts HOT 1
- latent code interpolation HOT 1
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
D3
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
-
Recommend Topics
-
javascript
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
-
web
Some thing interesting about web. New door for the world.
-
server
A server is a program made to process requests and deliver data to clients.
-
Machine learning
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google ❤️ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.
from styleswin.