Git Product home page Git Product logo

Comments (4)

yuhuan-wu avatar yuhuan-wu commented on August 20, 2024

Thanks a lot for your enquiry. train_single.py is to train the segmentation branch. During the joint training stage, you could load the trained weights of segmentation branch (pretrained on segmentation maps) and the classification branch (pretrained on image-level maps) separately, then conducting the joint training (finetuning).

from jcs.

chiawenhuanghuang avatar chiawenhuanghuang commented on August 20, 2024

Thank you for your response. I need assistance with two issues:

  1. How can I train a classification branch using techniques like image mixing and pixel-level supervision for activation mapping, as mentioned in the paper?
  2. Is the code for this specific part, especially for training a classification branch on a custom dataset, available in this GitHub repository?

from jcs.

yuhuan-wu avatar yuhuan-wu commented on August 20, 2024

We have no plans to release the entire code of training the classification branch currently.
However, you can reimplement the training process as all details (process, hyper-params) have been explained clearly in our paper.
Thank you for your understanding.

from jcs.

chiawenhuanghuang avatar chiawenhuanghuang commented on August 20, 2024

Thanks for your clarification. I appreciate your great work. Have a nice day!

from jcs.

Related Issues (9)

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.