Git Product home page Git Product logo

Comments (4)

likyoo avatar likyoo commented on September 1, 2024

Please make sure the pre-trained weights are loaded.

from open-cd.

likyoo avatar likyoo commented on September 1, 2024

And I'm not so sure about the stability of the mit-b0 configurations...
If you have new experimental results or conclusions, I sincerely hope you will share them.

from open-cd.

likyoo avatar likyoo commented on September 1, 2024

@dou3516
Thanks for pointing out this problem.
I added some notes here.
I guess this may be caused by the low number of parameters in MIT-b0. If you use MIT-b1, this problem may be alleviated.

from open-cd.

dou3516 avatar dou3516 commented on September 1, 2024

And I'm not so sure about the stability of the mit-b0 configurations... If you have new experimental results or conclusions, I sincerely hope you will share them.

experiment IoU results of Changer:

s50: reported/exp 85.51/85.21
MIT-B0: reported/exp 85.29/84.37
MIT-B0: exp 85.04

details as below:

Method Backbone Crop Size Lr schd Mem (GB) Precision Recall F1-Score IoU remark
ChangerEx s50 512x512 40000 - 93.47 90.95 92.19 85.51 reported
ChangerEx s50 512x512 40000 - 93.42 90.65 92.02 85.21 exp
ChangerEx MIT-B0 512x512 40000 - 93.61 90.56 92.06 85.29 reported
ChangerEx MIT-B0 512x512 40000 - 93.29 89.82 91.52 84.37 exp
ChangerEx MIT-B2 512x512 40000 - 93.40 90.52 91.94 85.04 exp

from open-cd.

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.