Comments (3)
Thanks for bringing this up. It took me quite some time to fix. Please check the latest version.
I believe this is a bug caused by my code cleaning. BTW, even now, I don't know why it causes a bug since it is just a different writing way. You can check the self.gen_keypoints_embedding_noise
, self.gen_keypoints_layer
and self.gen_background_embedding
in generator.py
.
If you got any further problems, don't hesitate to contact me.
from ganseg.
Thanks for quick reply! After modify these three components, it works now.
It seems the generated images are much more natural now, but there still exists many artifacts, and some bodies are deformed. Is this normal? Since some parts are missed, does it hurt the performance on the segmentation?
from ganseg.
I unrolled all the modules to hard-coded ones (please update). It works better now. I doubt it is a bug in Pytorch, not sure if it is due to the version.
There are still artifacts, which is normal since I do not use any path regularization or EMA or EqualLinear for simplifity. It may harm the quality of segmentation, but we just found the current one is enough for a SOTA performance.
from ganseg.
Related Issues (4)
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 ganseg.