Git Product home page Git Product logo

deep-regforest's Introduction

Deep Regression Forests

Code accompanying the paper Deep Regression Forests for Age Estimation. For detailed algorithm and experiment results please see our CVPR 2018 paper.

How to use

  1. Download the Morph dataset. The Morph dataset is not free availabel, but you can request for it from here.

  2. Download pre-trained VGG model VGG_ILSVRC_16_layers.caffemodel .

  3. Create a symbolic link to the Morph dataset with the name 'data/morph'

    ln -s 'the directory for Morph dataset' data/morph

    or change the testdir and traindir in run.py.

  4. Create the train set list and test set list.

    python split.py

  5. Start to train.

    python run.py

Please cite the following paper if it helps your research:

@inproceedings{shen2018DRFs,
  author = {Wei Shen and Yilu Guo and Yan Wang and Kai Zhao and Bo Wang and Alan Yuille},
  booktitle = {Proc. CVPR},
  title = {Deep Regression Forests for Age Estimation},
  year = {2018}
}

If you have any issues using the code please email us at [email protected], [email protected]

deep-regforest's People

Stargazers

 avatar  avatar  avatar

Watchers

 avatar  avatar  avatar

Forkers

nerddd cuijiang94

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.