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video2tfrecord
pypi i video2tfrecord
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video2tfrecord

Easily convert RGB video data (e.g. .avi) to the TensorFlow tfrecords file format for training e.g. a NN in TensorFlow. This implementation allows to limit the number of frames per video to be stored in the tfrecords.

by Fábio Ferreira

1.1 (see all)
pypi i video2tfrecord
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Easily convert RGB video data (e.g. tested with .avi and .mp4) to the TensorFlow tfrecords file format for training e.g. a NN in TensorFlow. Due to common hardware/GPU RAM limitations in Deep Learning, this implementation allows to limit the number of frames per video to be stored in the tfrecords. The code automatically chooses the frame step size s.t. there is an equal separation distribution of the individual video frames.

VersionTagPublished
1.1
5yrs ago
1.0
5yrs ago
0.4
5yrs ago
0.3.0.2
5yrs ago
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