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Object detection and counting using camera and some magic..

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RioChndr/object-detection-app

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Install

  • Install python3
  • Install PIP
  • install library opencv, pillow

pip install opencv-contrib-python

pip install pillow

download YOLOv3 weights, Read More YOLOv3

put yolov3.weights to folder yolov3/yolov3.weights

Run

python3 TA2020.py

or

python TA2020.py

or

./run.sh

Note

Why i Choose YOLO as pre-trained model for this project ?, because that's the most accurate pre-trained model than other pre-trained. even though my laptop need 2 second to detect object on image, but maybe other machine could run this faster than that (based claim from developer YOLO that this framework could run 1000% faster on GPU)

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