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 gulpio2Migrating from gulpio
If you’ve been using gulpio, then you can use gulpio2 as a drop-in replacement. Simply replace all import gulpio ... statements with import gulpio2 ....
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 original gulpio code is Copyright (c) Twenty Billion Neurons and licensed under the MIT License, see the file LICENSE.txt for details. Subsequent code is Copyright (c) Will Price, and is also licensed under the MIT License.
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