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SafeMove

SafeMove is an open-source project that aims to showcase how AI can be used to simplify ergonomic risk assessment through the REBA standard.

Prediction Analysis

Dependencies:

The algorithm depends on MediaPipe a suite of AI tools to perform different visual tasks, such as human pose estimation.

  1. Install pip
    python -m ensure pip --default-pip
  2. Install the following packages:
    pip install xlsxwriter pandas mediapipe opencv-python

Usage:

Enter in the project directory and launch the following script:

python scripts/sm_01_main.py

Results:

Enter in the folder output to visualize the results of your test.

You can visualize risk as body part graphs or as automatic generated excel containing the NN predictions over time.

Body Parts Excel

Licence:

License: MIT

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