Food or Beverage Plant

First-person and overhead video of production line operation, packaging, inspection, weighing, and washdown from food and beverage plants, annotated for robot learning.

Food plants run on repetition with constant small corrections. An operator on a packaging line clears jams, adjusts product, checks seals, and pulls defects, all while the line keeps moving. Washdown at the end of a shift is its own physical task with its own sequence.

HiOps films line workers from their own point of view, with fixed cameras over the line for a steady view of product flow. Both streams are synchronized.

Capture setup diagramWORKSTATIONHEAD CAMFIXED CAM AFIXED CAM BSYNCHRONIZED RECORDING
Capture setup: one head-mounted camera on the worker, two fixed cameras on the workstation, all recorded in sync.

We collect in operating plants under their hygiene and safety rules. Every person in frame has consented and is compensated.

Episodes are segmented by task and event, with language labels, defect and outcome tags, and object tracking where needed. Data is delivered in your schema.

Pick the tasks below that matter and request a sample.