Comments (4)
tancik
commented on June 7, 2024
YUV is a color space (https://en.wikipedia.org/wiki/YUV). The scaling varies the loss for color versus luminosity (the u,v channels are color).
from stegastamp.
Lee-meng-meng
commented on June 7, 2024
Why did you set y,u, and v to 1,100,100, respectively?
from stegastamp.
tancik
commented on June 7, 2024
By setting u and v larger you increase the loss on the color channels. Weighing them more helped avoid weird colors from emerging during training.
from stegastamp.
Lee-meng-meng
commented on June 7, 2024
Thank you for your reply ~ I found that YUV should be set to 1,300,200 to avoid strange colors when training 1200*800. Is this setting related to the ratio of length to width?
from stegastamp.
Related Issues (20)
- The encoded image can only be 400*400？ HOT 4
- Which parameter or loss is the most important for the decodability of the printed image?
- How to convert encoded_image from tensor to numpy ？ HOT 2
- Problem with parameter
- according to bash scripts/base.sh EXP_NAME，Model test after training HOT 5
- How to fine tune the model?
- Is the loss of the discriminator negative?
- How could I transform my picture like what displayed in the paper?
- what does the Cos dropoff means?
- How to train the model on 256x256?
- Secret Loss is not being optimized HOT 2
- How to embed url into imgs? HOT 1
- dataset HOT 1
- Can you provide the dataset you use?
- Questions about the tensorflow version HOT 3
- ValueError: The first layer in a Sequential model must get an `input_shape` or `batch_input_shape` argument. HOT 1
- Can't download trained models HOT 9
- About the encoder model
- Models download link provided. HOT 3
- Some Code Problem HOT 2
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 stegastamp.