Headpose Detection

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Referenced Code

• https://www.learnopencv.com/head-pose-estimation-using-opencv-and-dlib
• https://www.pyimagesearch.com/2017/04/03/facial-landmarks-dlib-opencv-python
• https://github.com/lincolnhard/head-pose-estimation

Requirements

• Python 3.6
  • dlib
  • opencv-python
  • numpy

Please check Dockerfile for more information.

Setup

• ./setup.sh

Usage

• Headpose detection for images
  • python3 hpd.py -i <input_dir> -o <output_dir>
• Headpose detection for videos
  • python3 videoCapture.py -i <input_video> -o <output_file>
• Headpose detection for webcam
  • python3 videoCapture.py

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Demo