jadnohra / mini-datasets

Summarized versions of certain datasets for fast iteration.

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mini-datasets

Waymo Motion Data

A single tensorflow protobuf record from the Waymo Open Dataset (License) for Motion Data is around 400 MB.

For motion data analysis, we need a tiny fraction of that: map centerlines, borders, traffic light status, and track trajectories. That would amount to few kilobytes. In this repository, we extract this smaller data representation for ease of iteration. As we do that, we also provide visual animations from the dataset here.

To contribute with more animations:

  • Run bazel run waymo-motion:updater-script -- -r -p <project> for a while (interrupt at will with ctrl-c), followed by a pull request.
  • <project> must be a valid gcloud project under your gcloud username. It takes around a minute to download and process a record on a powerful machine with good internet connection.

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Summarized versions of certain datasets for fast iteration.

License:MIT License


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