/bubbles

opencv image processing to count bubbles

Primary LanguagePython

Bubble Detector

Purpose

Project using OpenCV and potentially darknet/yoloV2 in Python to track and count bubbles in a tube.

Hardware Required:

  • Raspberry Pi 2/3 B/B+
  • PiCamera V2.1
  • Neopixel LED strips
  • 74AHCT125 level shifting chip
  • box
  • tube of bubbles

Packages/Programs:

  • OpenCV
  • fswebcam
  • Python 2 & 3
  • NeoPixel library (instructions here and more here)
  • picamera
  • matplotlib: use sudo apt-get install python-matplotlib for your Pi
  • darknet
  • YOLOv2
  • rpi_ws281x
  • adafruit-circuitpython-neopixel

References