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AutomatumData
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automatum-data-roundabout

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Time Series Forecasting

Object Detection

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trajectory-prediction

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automatum-data-roundabout / example_scripts /README.md

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Example Scripts — Automatum Data Roundabout Dataset

These scripts demonstrate how to work with the Automatum drone traffic data using the openautomatumdronedata Python library.

Prerequisites

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:

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

Example Scripts — Automatum Data Roundabout Dataset

Prerequisites

Scripts

Usage

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