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Using machine learning and image recognition to identify football plays from broadcast recordings

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snap_slice

This is a work in progress. Right now, it's not fully functional. It'll read a video and use Tensorflow to examine that video and determine which parts of a football broadcast it's looking at. Eventually, the goal is to slice that video into easily-uploadable clips. Unfortunately, it doesn't do that last part right now.

To install this, simply clone the repository on a system with python installed. Installing the requirements for the project are as simple as

pip install -r requirements.txt

Once you've installed the requirements, you can run the slicer by running

python classify_video.py --help

That script accepts a number of arguments. Help will explain what each argument does and how to pass it to the script.

If you're trying to use this on Windows, I recommend installing WSL.

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Using machine learning and image recognition to identify football plays from broadcast recordings

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