Code Monkey home page Code Monkey logo

Comments (6)

haofanwang avatar haofanwang commented on June 15, 2024

Just wait for more epochs and check whether the loss decreases, usually, it can converge around 10-15 epoch.

from accurate-head-pose.

shiyuanyin avatar shiyuanyin commented on June 15, 2024

@haofanwang
Yes, it can converge, and I test 5epoch.pkl ,the AFLW2000 out as follows:
Test error in degrees of the model on the 1969 test images. Yaw: 5.1895, Pitch: 6.5614, Roll: 5.6367, MAE: 5.7959
the 25 epoch.pkl MAE is 5.8
the out have higher losses than your paper.
What should I pay attention to?
the lr = 0.000001 is your paper sets
batch =32
alpha = 2
dataset = Pose_300W_LP_multi

from accurate-head-pose.

haofanwang avatar haofanwang commented on June 15, 2024

Thanks for following our method . I think initialization may play a role here, so your MAE should be fine. You can also test your saved models one by one to see which outcomes the best performance. Besides, reproduced model is provided, you can test by yourself.

from accurate-head-pose.

shiyuanyin avatar shiyuanyin commented on June 15, 2024

@haofanwang ,OK,I will try it. Thanks

from accurate-head-pose.

haofanwang avatar haofanwang commented on June 15, 2024

Closed.

from accurate-head-pose.

iperov avatar iperov commented on June 15, 2024

I got same problem

from accurate-head-pose.

Related Issues (11)

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.