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Building a Custom Video Dataset Pipeline with TensorFlow: A Step-by-Step Beginner-Friendly Guide

  • This guide provides a step-by-step beginner-friendly approach to building a custom video dataset pipeline with TensorFlow.
  • The class discussed in the guide allows users to convert raw video folders into TensorFlow datasets, making it suitable for both research and real-world use.
  • The guide covers the process of loading video files, shuffling paths, and one-hot encoding labels.
  • The custom VideoDatasetLoader class simplifies the process of preparing video data for training pipelines.

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