To train this model, we use the data from the publicly available repository https://github.com/prajnasb/observations.git
If you have anaconda installed, you can run from the root of this repository:
conda env update -f environment-cpu.yaml # if you don't have GPUs
conda env update -f environment-gpu.yaml
conda activate facemask
This will create a facemask environment with all the dependencies installed.
To train the model you need to download the data using dvc
dvc pull