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# FrodoBots 2K Dataset
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The **FrodoBots 2K Dataset** is a diverse collection of camera footage, GPS, IMU, audio recordings & human control data collected from
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This dataset is collected from
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Please join our [**Discord**](https://discord.com/invite/AUegJCJwyb) for discussions with fellow researchers/makers!
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[![Earth Rovers: Drive to Earn Game with Sidewalk Robots](https://cdn-uploads.huggingface.co/production/uploads/63be791624e75d1efdf6ce54/yqOYICOaMDBY5pAUnOZcD.jpeg)](https://youtu.be/yZVflvg4kBw?si=4lVWnrywLr1dOcjR)
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| ![Left to right in Stanford.gif](https://cdn-uploads.huggingface.co/production/uploads/63be791624e75d1efdf6ce54/UI7pts68FozvOEbIFHPef.gif) |
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| *Earth Rover being tested in Stanford University campus* |
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## Dataset Summary
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There are 7 types of data that are associated with a typical Earth Rovers drive, as follows:
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7. **Speaker**: Audio recordings of the robot's speaker output (ie. gamer's microphone), also with a sample rate of 16000Hz, channel 1.
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**Loom Video Explanation**
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In total, there were
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| ![Histogram of Session Duration.png](https://cdn-uploads.huggingface.co/production/uploads/63be791624e75d1efdf6ce54/
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| *Histogram of Session Duration (minutes)* |
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These drives were done with Earth Rovers in
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| ![Cumulative sessions hours by city.png](https://cdn-uploads.huggingface.co/production/uploads/63be791624e75d1efdf6ce54/iAH1bhnc4olXhpbdJHDGv.png)|
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| *Road crossing in Palo Alto* |
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## Motivations for open-sourcing the dataset
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The team behind FrodoBots is focused on building an open-world video gaming experience using real-life robots (we call it "robotic gaming"). A by-product of gamers playing the game in real-life is the accompanying dataset that's generated.
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# FrodoBots 2K Dataset
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The **FrodoBots 2K Dataset** is a diverse collection of camera footage, GPS, IMU, audio recordings & human control data collected from ~2,000 hours of tele-operated sidewalk robots driving in 10+ cities.
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This dataset is collected from [**Earth Rovers**](https://www.frodobots.ai/earth-rovers), a global scavenger hunt "Drive to Earn" game developed by [**FrodoBots Lab**](https://www.frodobots.ai).
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Please join our [**Discord**](https://discord.com/invite/AUegJCJwyb) for discussions with fellow researchers/makers!
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[![Earth Rovers: Drive to Earn Game with Sidewalk Robots](https://cdn-uploads.huggingface.co/production/uploads/63be791624e75d1efdf6ce54/yqOYICOaMDBY5pAUnOZcD.jpeg)](https://youtu.be/yZVflvg4kBw?si=4lVWnrywLr1dOcjR)
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## Dataset Summary
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There are 7 types of data that are associated with a typical Earth Rovers drive, as follows:
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7. **Speaker**: Audio recordings of the robot's speaker output (ie. gamer's microphone), also with a sample rate of 16000Hz, channel 1.
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Note: As of 12 May 2024, ~1,300 hrs are ready for download. The remaining ~700 hours is still going through data cleaning and will be available for download by end May or early June.
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**Loom Video Explanation**
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In total, there were 9,000+ individual driving sessions recorded. The chart below shows the distribution of individual driving session duration.
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| ![Histogram of Session Duration.png](https://cdn-uploads.huggingface.co/production/uploads/63be791624e75d1efdf6ce54/dc78cVqFcApFWqgXxRqxx.png) |
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| *Histogram of Session Duration (minutes)* |
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These drives were done with Earth Rovers in 10+ cities. The chart below shows the distribution of recorded driving duration in the various cities.
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| ![Cumulative sessions hours by city.png](https://cdn-uploads.huggingface.co/production/uploads/63be791624e75d1efdf6ce54/iAH1bhnc4olXhpbdJHDGv.png)|
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| *Road crossing in Palo Alto* |
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| ![Left to right in Stanford.gif](https://cdn-uploads.huggingface.co/production/uploads/63be791624e75d1efdf6ce54/UI7pts68FozvOEbIFHPef.gif) |
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| *Earth Rover being tested in Stanford University campus* |
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## Motivations for open-sourcing the dataset
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The team behind FrodoBots is focused on building an open-world video gaming experience using real-life robots (we call it "robotic gaming"). A by-product of gamers playing the game in real-life is the accompanying dataset that's generated.
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