Giter Club home page Giter Club logo

Comments (7)

yu4u avatar yu4u commented on June 15, 2024

You might using Keras < 2.1.2.
Please use Keras >= 2.1.2.

from noise2noise.

zjz5250 avatar zjz5250 commented on June 15, 2024

yes,after i update to 2.2.0,it can work now。
thank you very much!
by the way,"train model using (noise, noise) pairs", does it mean use two noised image of one image?one image occured twice with different noise,rght?

from noise2noise.

zjz5250 avatar zjz5250 commented on June 15, 2024

in fact,l want to know,what does it mean : (noise, noise) or (noise, clean)

from noise2noise.

zjz5250 avatar zjz5250 commented on June 15, 2024

I don't understand why each image of your train dataset is clean?if all of my dataset are noise image,some of them are the same image with different noise,can i train a general model?

from noise2noise.

zjz5250 avatar zjz5250 commented on June 15, 2024

@yu4u hope your answer,thanks a lot

from noise2noise.

yu4u avatar yu4u commented on June 15, 2024

by the way,"train model using (noise, noise) pairs", does it mean use two noised image of one image?one image occured twice with different noise,rght?

Yes.
clean image -> noisy image1
-> noisy image2

(noise, noise) or (noise, clean) means (input, target) pair.
(noise, clean) is a standard training setting.

from noise2noise.

XuDongHecs avatar XuDongHecs commented on June 15, 2024

---python
clean_patch = image[i:i + image_size, j:j + image_size]
x[sample_id] = self.source_noise_model(clean_patch)
y[sample_id] = self.target_noise_model(clean_patch)

this means you train with input clean data + noise and output is org clean data + noise ?

from noise2noise.

Related Issues (20)

Recommend Projects

  • React photo React

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

  • Vue.js photo Vue.js

    🖖 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. 📊📈🎉

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.