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Abnormal_Event_Detection

Abnormal Event Detection in Videos using SpatioTemporal AutoEncoder

Code for the paper.

Dependencies required:

video frame extracted using openCV.

Library based Dependencies:

numpy

keras

tensorflow

h5py

OpenCV

Instructions

Run copy testing file.py to generate csv file log of abnormal events

Run testing file.py to check any perticular video from train folder

Training model

We have train model on google colab and saved_model.h5 is for 5 epochs and saved_model 20-01-22.h5 is for 2 epochs

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  • Jupyter Notebook 58.7%
  • Python 41.3%