video_features | Extract video features from raw videos using multiple GPUs. We support RAFT and PWC flow frames as w | Computer Vision library
kandi X-RAY | video_features Summary
kandi X-RAY | video_features Summary
Extract video features from raw videos using multiple GPUs. We support RAFT and PWC flow frames as well as I3D, R(2+1)D, VGGish, ResNet features.
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video_features Key Features
video_features Examples and Code Snippets
Community Discussions
Trending Discussions on video_features
QUESTION
I am using features of variable length videos to train one layer LSTM. Video sizes are changing from 10 to 35 frames. I am using batch size of 1. I have the following code:
...ANSWER
Answered 2018-Apr-17 at 07:59Yes, you code is correct and will work always for a batch size of 1. But, if you want to use a batch size other than 1, you’ll need to pack your variable size input into a sequence, and then unpack after LSTM. You can find more details in my answer to a similar question.
P.S. - You should post such questions to codereview
Community Discussions, Code Snippets contain sources that include Stack Exchange Network
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Install video_features
You can use video_features like any standard Python library. You will need to make sure that you have a development environment consisting of a Python distribution including header files, a compiler, pip, and git installed. Make sure that your pip, setuptools, and wheel are up to date. When using pip it is generally recommended to install packages in a virtual environment to avoid changes to the system.
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