Comments (2)
YanchaoYang
commented on September 6, 2024
Yes, the interpretation in Tab1 is correct. Generally, entropy minimization is used for semi-supervised learning. However, it could also be used for unsupervised domain adaptation, when two domains are nearly aligned. In this case, you can think of the source data together with its labels as the labeled data in the semi-supervised setting. So in practice, to use entropy minimization properly, you may want to enable it after some alignment has been performed.
from fda.
jxhuang0508
commented on September 6, 2024
Understood, thanks for your reply!
from fda.
Related Issues (20)
- why is the resolution=1344x576 HOT 1
- Can we use FDA for faces?
- FDA and random image augmentation methods HOT 1
- label from synthia has to be convert to CityS format
- GPU memory error HOT 1
- Subtract mean 2 times HOT 1
- Why convert to BGR? HOT 5
- label from synthia has to be convert to CityS format HOT 1
- Conda Environment specs for running FDA_demo.py + Unable to produce output as the demo HOT 3
- Visualization after mean subtraction HOT 3
- Model initialization in SSL training rounds
- Slow speed of FDA
- FDA numpy implementation not in line with the paper.
- Dataset
- Target Image pair to Source Image
- synthia_mapped_to_cityscapes(labels)
- Error in the FDA implementation HOT 2
- 3D FDA
- Demo.py artifacts in resultant image. HOT 1
- Deeplabv2_init question
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 fda.