tensorflow / tensorflow/datasets

[data request] Highway Drone Dataset (HighD)

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dataset request
Dominant language
Python
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Description

  • Name of dataset: Highway Drone Dataset (HighD)

  • URL of dataset: https://www.highd-dataset.com/

  • License of dataset: Free for non-commercial use (see website)

  • Short description of dataset and use case(s): Naturalistic vehicle trajectories recorded on German highways. Using a drone, typical limitations of established traffic data collection methods such as occlusions are overcome by the aerial perspective. Traffic was recorded at six different locations and includes more than 110,500 vehicles. Each vehicle's trajectory, including vehicle type, size and manoeuvres, is automatically extracted. Positioning error is typically less than ten centimeters.

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Contributor guide

Open the contributing guide

First steps

  1. Read the whole issue, then the project's contributing guide.
  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

Research direction

The issue provides the HighD dataset URL, license, and a description of its vehicle-trajectory data, but names no files, tests, or entry point. Start by reviewing the dataset details at https://www.highd-dataset.com/ and determine the project entry points for adding a dataset; done means the requested dataset is available in tensorflow/datasets with appropriate validation.

Written by the indexing model from the issue text.

Assessment

Tech stack
python, tensorflow
Domain
data
Issue type
Feature
Difficulty
4/5
Estimated time
3-5 days
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
25/100

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