Blog
Case study
Turning Robot Teleoperation Data Into Reliable Training Data
How Shotwell helped Ultra turn raw robot teleoperation episodes into searchable, high-signal training data for policy improvement and operator feedback.
Research
Shotwell-Bench
An annotation benchmark that evaluates dense video annotations without penalizing valid alternative segmentations and descriptions.