NeoCam: newborn pose analysis

By analysing the pose and motion of newborns, we can detect abnormal behaviours.

Set up

To use this repository, you need to have an OAK-D camera plugged into your computer.

Create the environment using Conda

1. Install miniconda

   curl -O https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh | bash
   

   Say yes to everything and accept default locations. Refresh bash shell with bash -l

2. Update conda

   conda update -n base -c defaults conda
   

3. Clone this repository and cd into the folder

4. Create and activate conda environment (removing previously existing env of the same name)

   conda remove --name neocam --all
   conda env create -f environment.yml --force
   conda activate neocam
   

Scripts

Remember you have to activate the neocam environment before running these scripts.

To test the motion detection on real time, run:

python neocam/process_cam.py

To test it on a video, run:

python neocam/process_video.py --path-video PATH-TO-VIDEO