Giter VIP home page Giter VIP logo

Comments (6)

Janspiry avatar Janspiry commented on August 11, 2024

Hi, thanks for your attention.
The problem is the same as #17

from palette-image-to-image-diffusion-models.

winnechan avatar winnechan commented on August 11, 2024

@Janspiry Thanks for the comment. Actually, my dataset contains only objects of the same class, the results look like that the Gaussion noise is not removed completely.

bd52d51a-63a5-46f8-94a4-230ba55ca19a

Is the problem still the same to #17 ? Maybe I should try training for a longer time at first.

from palette-image-to-image-diffusion-models.

Janspiry avatar Janspiry commented on August 11, 2024

image
If this is the case, I think the training hyperparameters need to be adjusted. I haven't gotten excellent results with coloraziton, but it rarely appears noisy.

from palette-image-to-image-diffusion-models.

winnechan avatar winnechan commented on August 11, 2024

@Janspiry I have trained the model with 2000 more epoches (10k iterations at total) with the same training loss and the noises disappear at some epoches but not all, which may indicate the instability of the training or the data sub-space not covering the space of the normal noise ?

bc945f33-78f0-4ee3-a6dc-e5f9f030c226

from palette-image-to-image-diffusion-models.

Janspiry avatar Janspiry commented on August 11, 2024

Feel free to reopen the issue if there is any question.

from palette-image-to-image-diffusion-models.

xunguangwang avatar xunguangwang commented on August 11, 2024

Hi, how to solve this problem? My generated images are too noisy.

from palette-image-to-image-diffusion-models.

Related Issues (20)

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    πŸ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. πŸ“ŠπŸ“ˆπŸŽ‰

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.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❀️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.