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# DBM Open Source Lib ## OpenDBM
--------------------------------------------- OpenDBM is a software package that allows for calculation of digital
Clone open dbm repo biomarkers of health and functioning from video or audio of an individual’s
--------------------------------------------- behavior. It integrates existing tools for measurement of behavioral
characteristics such as facial activity, voice, and movement into a single
package for measurement of overall behavior.
- Clone repo from github For installation and use instructions, see the GitHub wiki page.
git clone https://github.com/AiCure/open_dbm.git ***
--------------------------------------------- Copyright (C) 2020 AiCure, LLC
Installation - Dev Mode
---------------------------------------------
- Prepare a python 3 virtualenv This program is free software: you can redistribute it and/or modify
it under the terms of the GNU Affero General Public License as
published by the Free Software Foundation, either version 3 of the
License, or (at your option) any later version.
pip install virtualenv (optional, only needed if it's not installed) This program is distributed in the hope that it will be useful,
virtualenv <your_env_name> but WITHOUT ANY WARRANTY; without even the implied warranty of
source <your_env_name>/bin/activate MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
GNU Affero General Public License for more details.
- Install package
pip install -r requirements.txt
sudo apt-get -y install ffmpeg
- Install Openface 2.0.6 (follow below installation steps)
cd pkg/OpenFace
bash download_models.sh
bash install.sh
- Run script to process data
python process_data.py --input_path abc.mp4 --output_path data/output --dbm_group acoustic facial movement
---------------------------------------------
Installation - docker mode
---------------------------------------------
- Build docker image
docker build --tag dbm .
- Run container
bash process_dbm.sh --input_path=/Users/vijayyadev/Desktop/input_vid --output_path=/Users/vijayyadev/Desktop/out --dbm_group="facial acoustic movement"
```
where,
input_path: Required – Path of the file being processed. This can be either an .mp4 file or a .wav file.
output_path: Required – Path where the raw & derived variable data will be stored.
dbm_group: Optional –
Type of variables to calculate. If not specified, all variables will be calculated. The following inputs are acceptable:
- facial, in which case only facial variables are calculated
- acoustic, in which case only acoustic variables are calculated
- movement, in which case only movement variables are calculated
If the input_path was a .wav file, then only acoustic variables can be calculated. If otherwise, a warning message will be printed.
```
---------------------------------------------
Documentation
---------------------------------------------
Please add documentation link here