/pi-object-detection

Primary LanguagePython

Realtime object detection on Raspberry Pi

Based on tutorial from PyImageSearch: [https://www.pyimagesearch.com/2017/10/16/raspberry-pi-deep-learning-object-detection-with-opencv/]

Instructions

  1. [if using pi headless, ssh -X user@hostname to use X11 forwarding
  2. git clone https://github.com/nikmart/pi-object-detection.git
  3. cd pi-object-detection
  4. pip3 install imutils
  5. python3 realtime_object_detection.py --prototxt MobileNetSSD_deploy.prototxt.txt --model MobileNetSSD_deploy.caffemodel
  6. On the GUI window git q to quit
  7. python3 people_counter.py --prototxt MobileNetSSD_deploy.prototxt.txt --model MobileNetSSD_deploy.caffemodel