Tool Tracking Dataset - Supplement Code

In order to get things running:

1. Clone the repository

git clone https://github.com/mutschcr/tool-tracking.git
cd tool-tracking

2. Then you need to download the measurement data from an external host:

wget https://owncloud.fraunhofer.de/index.php/s/MQUpf2vhIghAtke/download -O tool-tracking-data.zip
unzip tool-tracking-data.zip && rm tool-tracking-data.zip

3. Setup a virtual python environment (e.g. with conda)

conda create --name tool-tracking_env python=3.7
conda activate tool-tracking_env
pip install -r requirements.txt

4. Get introduced on how to load and work with the data

Start Jupyter and run the both notebook How-to-load-the-data.ipynb and plot_window_sizes.ipynb with:

jupyter notebook

Changelog:

• 2020-08-31: Add HTML API-docs and user guide
• 2020-08-14: Update dataset with enhanced rivetter labels
• 2020-08-12: Update dataset with twice the amount of labeled data; enhanced labels.
• 2020-07-29: Update data loader and notebooks

Known issues:

• 2020-08-12: Enforcing window lenghts when segmenting rivetter data lets two very short windows (label -1) slip through. These cause problems and need to be filtered out: 'filter_labels(..)'

License:
This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.