FrodoBots-Mini-4K: ~4,000 Hours of Sidewalk Robot Teleoperation Data

~4,000 hours of real-world teleoperation data from Earth Rover Mini / Mini+ sidewalk robots, driven by a global operator network. The dataset bundles synchronized camera video, two-way audio, and time-aligned GPS, IMU, and drive/control streams. It is the third public FrodoBots dataset from author BitRobot, released on Hugging Face.

Use Cases

• Training imitation learning or behavioral cloning models based on synchronized teleoperation control streams.
• Developing sensor fusion algorithms based on time-aligned GPS, IMU, and video data.
• Researching human-robot interaction and audio command recognition based on the included two-way audio streams.
• Benchmarking robot perception systems in diverse real-world environments based on data collected across 29 countries.

Strengths

• Contains approximately 4,000 hours of real-world robot operation data.
• Data is multimodal, including synchronized video, audio, GPS, IMU, and control streams.
• Geographic diversity is suggested by collection across 29 countries.

Limitations

• Description metadata is limited; actual data quality, file formats, and structure require manual inspection after download.
• Column-level documentation is absent; field semantics must be inferred after download.
• Row count and total dataset size are unknown, which may limit suitability assessment.

Provenance

Source

BitRobot on Hugging Face.

Collection Method

Collected via teleoperation of Earth Rover Mini / Mini+ sidewalk robots by a global operator network.

Freshness

Last updated 2026-07-10 14:06:35; freshness should be verified.

Geography

Data collected across 29 countries; specific countries are not listed.