The task mixes manipulation with a fast decision about which nozzle fits which vehicle, where the filler is, and how far to seat the nozzle so it does not click off early. Attendants also handle jerry cans, LPG fills, oil top-ups, and the occasional spill cleanup with absorbent.
Our rig is a head camera on the attendant and fixed cameras on the forecourt, synchronized so the nozzle in hand and the pump display can be read together. We record entire shifts at operating stations in five countries, with consented and paid participants. The footage is cleared for commercial model training.
Episodes are per customer or per vehicle. Each is broken into labeled steps, with plain-language descriptions and success or failure tags, so an early click-off or a missed cap is marked. Hand and object tracking can be added. We deliver in your own schema to your own storage.
Ask for a sample and it arrives within a business day. Replies take under 15 minutes during business hours.