sky9743/headpose-detection

Bounding Box + Landmark + Headpose

Headpose Detection

---

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 3.7

  • dlib
  • opencv-python
  • numpy

• Please check Dockerfile for more information.

Setup

• ./setup.sh

Usage

• Headpose detection for images
  • python3.7 headpose.py -i [input_dir] -o [output_dir]
• Headpose detection for videos
  • python3.7 headpose_video.py -i [input_video] -o [output_file]
• Headpose detection for webcam
  • python3.7 headpose_video.py

Demo