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E2Evideo: End to End Video and Image Pre-processing and Analysis Tool

  • Faiga Alawad,
  • Pål Halvorsen,
  • Michael A. Riegler

摘要

In this demonstration paper, we present “e2evideo” a versatile Python package composed of domain-independent modules. These modules can be seamlessly customised to suit specialised tasks by modifying specific attributes, allowing users to tailor functionality to meet the requirements of a targeted task. The package offers a variety of functionalities, such as interpolating missing video frames, background subtraction, image resizing, and extracting features utilising state-of-the-art machine learning techniques. With its comprehensive set of features, “e2evideo” stands as a facilitating tool for developers in the creation of image and video processing applications, serving diverse needs across various fields of computer vision.