Check your teleop data before you train

Step through a few episodes in the LeRobot dataset visualizer before spending GPU hours.

Look for dropped or frozen camera frames, cameras out of sync with joint states, long idle stretches at the start and end, and task descriptions that do not match what happens.

Referenced repos

Indexed from Hugging Face and linked upstream, not hosted here.

lerobot/visualize_dataset
ToolingApache 2.0Jul 2024

A browser tool for stepping through LeRobot-format datasets on the Hub, showing each episode's camera streams next to plots of joint states and actions.

lerobot/pusht
Robot demonstrationsMITMar 2024

About 200 human demonstrations in a 2D simulation where a round pusher slides a T-shaped block onto a target outline, stored in LeRobot v3 format.

HuggingFaceVLA/community_dataset_v1
Robot demonstrationsApache 2.0Aug 2025

A filtered collection of 128 SO-100 datasets from 55 community contributors (about 11k episodes and 5.1M frames), with hand-cleaned task descriptions, released as the pretraining subset for SmolVLA.

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