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ADBH

Repository of the "Autonomous Driving Behaviour Understanding" project (University Maastricht)

Setup

Install Miniconda on your system and execute the follwing command afterwards.

$ conda env create -f environment/universal.yml

After installation, the environment can be activated by calling

$ conda activate adbu

Prepare dataset

$ python dataset_example_usage.py --window_size <int: window_size>

Train

There are two options to train, the first one trains one model based on a provided configuration file. In order to do so, run

$ python main.py --config <PATH_TO_CONFIG_FILE>

To run multiple trainings corresponding to a set of configuration files, type

$ python utils/mutli_train.py --folder <PATH_TO_CONFIG_FOLDER>

Tensorboard

Make sure the conda environment is enabled, then call

$ tensorboard --logdir=runs

to show all trainings in tensorboard. Press here to access the webpage.