Install Anaconda environment from the environment.yml file.
train.py - model training for closed set recognition (check argparser for arguments)
eval_closed_set.py - closed set evaluation script
eval_open_set.py - open set evaluation script
cv_open_set.py - open set cross validation script
For training and evaluation you need preprocessed images. Scripts can be found in /scripts directory.
Pretrained models can be downloaded here and preprocessed images for open and closed set recognition here.
Models should be unzipped into /models directory and image folders to /data directory. Both are in .gitignore due to filesize issues.