Datasets:
| # Example Scripts — Automatum Data Roundabout Dataset | |
| These scripts demonstrate how to work with the Automatum drone traffic data using the `openautomatumdronedata` Python library. | |
| ## Prerequisites | |
| ```bash | |
| pip install openautomatumdronedata numpy matplotlib | |
| ``` | |
| ## Scripts | |
| | Script | Description | | |
| |--------|-------------| | |
| | `01_lane_changes.py` | Analyzes lane change frequency per vehicle and shows the top 10 | | |
| | `02_heatmap_density.py` | Creates a traffic density heatmap from all position data | | |
| | `03_high_acceleration.py` | Detects vehicles exceeding an acceleration threshold | | |
| ## Usage | |
| All scripts take the path to a recording folder as their first argument: | |
| ```bash | |
| python 01_lane_changes.py ../Roundabout-St2231-IngolstadtVOC_e63d-e63db143-1e40-4945-8866-464572ebf75d | |
| python 02_heatmap_density.py ../Roundabout-St2231-IngolstadtVOC_e63d-e63db143-1e40-4945-8866-464572ebf75d | |
| python 03_high_acceleration.py ../Roundabout-St2231-IngolstadtVOC_e63d-e63db143-1e40-4945-8866-464572ebf75d 3.0 | |
| ``` | |
| ## Learn More | |
| - [Full Documentation](https://openautomatumdronedata.readthedocs.io) | |
| - [Automatum Data Website](https://automatum-data.com) | |