video_background_estimation

Background estimation of videos using simple technques.

Input:

Output:

Usage

from video_background_estimation.EstimateBackground import BackgroundEstimation
back_est = BackgroundEstimation("videos/british_highway_traffic.mp4", frame_fraction=0.1)
result = back_est.get_background(method="median")

Acknowledgement:

Thanks to my colleague Dinesh Ladi for all the help with Poetry.

References:

[1] Road Traffic Video Monitoring. https://www.kaggle.com/datasets/493b50c9f4c536c08262acadfeca70e2e4df0dadacae1655e8669903b2e21623.
[2] Simple Background Estimation in Videos Using OpenCV (C++/Python) | LearnOpenCV #. 27 Aug. 2019, https://learnopencv.com/simple-background-estimation-in-videos-using-opencv-c-python/