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people-detector

Module for node.js, based on OpenCV DNN, YOLOv3 and COCO dataset.

Dependencies

  • Linux
  • OpenCV 4 (with pkgconfig)
  • node-gyp

Install

  1. Initialize project
$ npm init -y
  1. Install node packages in project
$ npm install bindings node-addon-api
  1. Configure node-gyp
$ node-gyp configure
  1. Build module
$ node-gyp build
  1. Get YOLOv3 pre-trained model
$ chmod 755 getModel.sh
$ sh getModel.sh

Usage

see test.js. It returns the number of people in image and write result image.

Others

  • If you want to use model of yolov4, then OpenCV 4.4 or later version is required.