autoplay

Raspberry Pi face recognition sample programs.

Description

This repository contains series of programs helping to understand edge AI by utilizing face recognition technology.

Getting Started

System requirement

• Raspberry Pi 3B or Raspberry Pi 3B+ or Raspberry Pi 4B
• Powerful AC Adapter for Rasbperry Pi
• Raspberry Pi OS Buster (legacy)
• USB Camera or Raspberry Pi Camera

Installing

sudo apt install -y libhdf5-103 libatlas-base-dev
sudo apt install -y libjasper-dev libqt4-test
sudo apt install -y libqtgui4 libqt4-dev
pip3  --default-timeout=5000 install --prefer-binary opencv-python
python3 -c "import cv2; print(cv2.__version__)"
sudo apt install -y libjpeg-dev
pip3 --default-timeout=5000 install dlib
pip3 --default-timeout=5000 install face_recognition
pip3 install spotipy
git clone https://github.com/monoxit/autoplay.git

Executing program

cd autoplay
python3 hog.py

Sample programs

• cap.py

  • Take a photo and save it to a file.

• haar.py

  • Detect faces by HAAR CASCADE.

• hog.py

  • Detect face by HOG+SVM.

• single_learner.py

  • Lagy learn features of a face.

• single_inf.py

  • Recognize faces by lagy learned features of a face.

• multi_learner.py

  • Lagy learn multiple faces.

• multi_inf.py

  • Recognize faces by multiple lagy learned (K-NN k=1) face features.

• lsplaylist.py

  • List Spotify playlist.

• lsdevice.py

  • List Spotify devices.

• autoplay.py

  • Play Spotify playlist mapped to a detected face.

• autoplayv2.py

  • Play Spotify playlist mapped to a detected face. Transfer playlist between multiple devices.

License

This project is licensed under the MIT License