TensorFlow - Read video frames from TFRecords file

Question

TLDR; my question is on how to load compressed video frames from TFRecords.

I am setting up a data pipeline for training deep learning mode

Answer 1

Since you're using very similar dependencies, I suggest to take a look at the following Python package as it addresses your exact problem setting:

pip install video2tfrecord

or refer to https://github.com/ferreirafabio/video2tfrecord. It should also be adaptable enough to use tf.data.Dataset.

disclaimer: I am one of the authors of the package.