GithubHelp home page GithubHelp logo

maxstrobel / hcn-prototypeloss-pytorch Goto Github PK

View Code? Open in Web Editor NEW
23.0 23.0 5.0 43.35 MB

Hierarchical Co-occurrence Network with Prototype Loss for Few-shot Learning (PyTorch)

License: MIT License

Python 100.00%
3d-pose action-recognition few-shot few-shot-learning hcn hierarchical-co-occurrence-network meta-learning metric-learning nturgb-d one-shot-learning prototype-loss pytorch pytorch-implementation skeleton-based-action-recognition tensorboard

hcn-prototypeloss-pytorch's People

Contributors

maxstrobel avatar

Stargazers

 avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar

Watchers

 avatar  avatar

hcn-prototypeloss-pytorch's Issues

Vanilla HCN accuracy

Thanks for the neat implementation.
I've run the provided code but couldn't get the reported accuracy, 88.12%. I got 81.1%.
Have you applied any other data post-processing for NTU-D, such as normalization, other than the code (interpolation, set hip to zero)?
Have you seen a result similar to mine by any chance from your previous experiments? If so, would you give me a hint to train the network properly?

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– 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. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

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 โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.