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Audio Diarization and Classification to perform Classroom Activity Detection (detect teacher, student, multiple speakers) over an input video.

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CAD Predictor

Scripts for running Classroom Activity Detection (teacher, student, multiple) over an input video.

Installing

To install this package and all the required dependencies, make sure you've some version of python 3.10 installed, then clone the repo and run:

$ cd cad-predictor

# Optional: create and activate virtual environment
$ python -m venv .venv/
$ . .venv/bin/activate

# Install dependencies
$ pip install -r requirements.txt

Usage

$ cd cad-predictor

# Activate virtualenv if you created it above (optional)
$ . .venv/bin/activate

# Run on provided sample or any other path/to/video.mp4
$ python predict.py sample.mp4

# Create an output video 😎
$ python predict.py sample.mp4 --create_video

About

Audio Diarization and Classification to perform Classroom Activity Detection (detect teacher, student, multiple speakers) over an input video.

Topics

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4 stars

Watchers

1 watching

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