Git Product home page Git Product logo

Comments (2)

kimwongyuda avatar kimwongyuda commented on July 18, 2024

One more, if you fed images to a single model one by one, i think the single model will properly reconstruct in terms of only the lastly trained image. What do you think about that?

from coin.

EmilienDupont avatar EmilienDupont commented on July 18, 2024

Hi! We do indeed train a different model for each image independently. As can be seen in line 59 in main.py, we initialize the model inside the for loop, so we will have a different model for every image. As you mention, this does indeed lead to more overfitting and better reconstruction performance, since we optimize a different model for each image. Hope this makes sense!

from coin.

Related Issues (1)

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.