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OpenCV with YoloV3 to count people before a coffee machine and display on dashboard

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SchramlTim/coffee-queue

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☕️ WIP: Coffee queue counter ☕️

Author: Tim Schraml.

This is a fun project to create a coffe queue counter using YoloV3 for object detection. Also there is a Flask server which provides a web dashboard.

Future idea: get setup run on a raspberry pi

Setup 💿

tested on:

  • python 3.8

run the following commands in order

  • pip install -r requirements.txt
  • python get_weights.py
  • python webcam_counter.py
  • python server.py

now you can find on localhost:5000 your dashboard

Special Thanks 🎁🎈

For the base setup with yolo + webcam: https://github.com/mdavis29/object-detection-opencv

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OpenCV with YoloV3 to count people before a coffee machine and display on dashboard

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