The tools are a tray sealer or a vertical form-fill-seal machine, a bench scale, a date coder, and a lot of gloved hands. For hand-packed product the operator portions, straightens, and wipes the flange before sealing. For automated lines the job shifts to feeding film, clearing jams, swapping rolls, and pulling samples to test with a vacuum chamber or by squeezing the pack and looking for bubbles. Cases are built, filled, taped, and labeled at the end of the line, and the count has to match the order.
Our first-person camera sits on the packer's head and shows their view of the pack as they inspect it, including the fast seal check that takes under a second. Synchronized fixed cameras hold a line view and an overhead of the sealing station. Full shifts are recorded in working plants, so the dataset holds changeovers, jams, and the slow start after a break.
Delivery is episodes segmented into portioning, flange prep, sealing, seal check, coding, and casing. Each step has a readable label. Packs are tagged pass or fail where the operator rejected them, and the reason for a reject is recorded in plain words. Optional tracking covers hands, trays, film, and the sealer head. The dataset is delivered in your schema to your own storage.
All participants are consented and paid, and the footage carries commercial model training rights. Send a sample request and expect the footage within a business day.