Binary storage format for deep learning on videos.
Project description
Binary storage format for deep learning on videos.
Fork notice
This is a fork of TwentyBN’s gulpio. Key differences:
faster: Uses simplejpeg for JPEG decoding by default (a wrapper around libjpeg-turbo) and replaces OpenCV with Pillow-SIMD for resizing images.
more flexible: More frame access patterns are supported, not only slice accesses.
Installation
pip install "git+https://github.com/willprice/GulpIO2.git"
Prior Art
Inspired by: MXNet based RecordIO: http://mxnet.io/architecture/note_data_loading.html
GulpIO: Original codebase https://github.com/TwentyBN/GulpIO
License
All code is Copyright (c) Twenty Billion Neurons and licensed under the MIT License, see the file LICENSE.txt for details.
Project details
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