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hyperface's Introduction

HyperFace

A TensorFlow implementation of the following paper by Rajeev Ranjan, Vishal M. Patel and Rama Chellappa published in TPAMI:
HyperFace: A Deep Multi-task Learning Framework for Face Detection, Landmark Localization, Pose Estimation, and Gender Recognition

Dependencies:

  • Tensorflow
  • dlib
  • scikit-learn
  • OpenCV

Steps to install dependencies:

sudo apt-get install build-essential cmake
sudo apt-get install libgtk-3-dev
sudo apt-get install libboost-all-dev
pip install -r requirements.txt

Data:

Download the sample data and save it at data/hyf_data.npy

Execution:

  1. cd src
  2. python train.py

hyperface's People

Stargazers

Alice Ding avatar Jeongrok Oh avatar CArtVector avatar Gopal Krishna avatar Alano Terblanche avatar MagnetoWang avatar Shubham Pachori avatar  avatar  avatar justiceli avatar

Watchers

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hyperface's Issues

This source gives an error

hi
when i runing code, in line 41 give me error:

print 'Epoch %d Iter %d Train Loss: %.03f' #% (i_epoch + 1, iter_no + 1, train_losses.total)

about dataset

Hi, how to create data.npy? Can u give me some hint?

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