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Intelligent Surveillance System for Abandoned Luggage

This repository includes the codes and documents for the application called Intelligent Surveillance System for Abandoned Luggage. Details are given below.

Libraries:

  • Numpy
  • multiprocessing
  • OpenCV 3.5
  • Tensorflow 1.3

Before working on the project:

There are some requirements that need to be done to run this project. First of all, inside the installed folder of Tensorflow, models/research folder should be found or you can just download from the Tensorflow Object Detection Api repository via the link: Tensorflow Repository

Then, if you have a trained model with a frozen model (with the extension .pb) of it, put this model file into models/research/object_detection/ folder with the text which is for the label names in the format of this API.(you can find the details in the given link).

About

This project combines the Computer Vision and Machine Learning algorithm in order to detect abandoned luggage. Faster R-CNN is used for object recognition.

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