SmitSheth / People Counter
This project counts number of people coming in and going out of structures such as building, stores,etc. based on tripline crossing.
Stars: ✭ 20
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c
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People-Counter
This project counts people coming in and going out of structures such as building, stores,etc. based on tripline crossing. The project uses yolo as object detetcion model.
Prerequisites
- Ubuntu 14.04 and higher
- OpenCV
Demo
Usage
$ git clone https://github.com/SmitSheth/People-Counter.git
$ cd darknet
# For using yolov2 download its weight
$ wget https://pjreddie.com/media/files/yolo.weights
# For using yolov3 download its weight
$ wget https://pjreddie.com/media/files/yolov3.weights
$ make
# Use yolov2
$ ./darknet detector demo cfg/coco.data cfg/yolov2.cfg yolo.weights <input-video-path> -prefix 0
# Use yolov3
$ ./darknet detector demo cfg/coco.data cfg/yolov3.cfg yolov3.weights <input-video-path> -prefix 0
Citation
@misc{darknet13,
author = {Joseph Redmon},
title = {Darknet: Open Source Neural Networks in C},
howpublished = {\url{http://pjreddie.com/darknet/}},
year = {2013--2016}
}
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