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repetitionlabellerpython's Introduction

Automated Exercise Repetition Counting Moment Classifier Labeller

A tool to label repetitions within workout exercises, to be used to train a repetition counting architecture.

Installation

With a valid Python installation, navigate to the root folder of the project, and install all requirements with pip install -r requirements.txt.

Preparing the script

Open repetition_labeller.py, and edit the elements in the USER_INPUT field.

  • ABSOLUTE_VIDEO_PATH: path to the video input. This should be trimmed to include only repetitions.
  • OUTPUT_DIR_BASEPATH: the absolute basepath of the output directory. i.e. the directory into which the output folder will be placed.
  • DEFAULT_PLAYBACK_FPS: the FPS to run the labeller at. 20 seems a good, slower speed for a 30 fps video.

Running the script

Simply run the script as per a normal python script with python repetition_labeller.py and follow the prompts.

Controls

Key Effect
n Increase repetition count
space pause labelling
r restart current labelling run
q quit labelling (progress not saved)

repetitionlabellerpython's People

Contributors

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