Coder Social home page Coder Social logo

About validation and test about wlasl HOT 3 CLOSED

dxli94 avatar dxli94 commented on August 17, 2024
About validation and test

from wlasl.

Comments (3)

CHI-YU-SUNG avatar CHI-YU-SUNG commented on August 17, 2024

I have the same problem for the first two questions

from wlasl.

dxli94 avatar dxli94 commented on August 17, 2024

(1) As we reported in the paper, we use the validation set to select the hyperparameter. Then we merge the validation set and training set for training and report the result on the testing set with the selected hyperparameters. This is a common practice when the training set is far from being sufficient for training a good model.

(2) At this stage I cannot comment on such a minor difference. Please refer to the original paper for comparisons.

(3) During training, only a fixed number of video frames are sampled for the ease of batching. However, during testing, all of the video frames are fed to the recognition model. This leads to a small gap in the performance difference.

from wlasl.

ENDLICHERE avatar ENDLICHERE commented on August 17, 2024

Thank you very much for your prompt reply.

from wlasl.

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.