Textile work is the classic problem of handling deformable material. Fabric bunches, slides, and stretches, and a machinist controls it with both hands while running an industrial machine at speed. It is some of the most useful footage for any model that needs to handle soft objects.
Our collectors wear cameras while they cut and prepare materials and sew seams on industrial machines. A fixed camera over the table captures the same work from above, synchronized with the first-person view.
We collect in operating garment, leather, and footwear workshops. Participants are consented and paid, and the footage is cleared for commercial model training.
Episodes are segmented by step, labeled in plain language, and tagged for outcome. Fabric, tool, and hand tracking is available. You receive the data in your format.
Pick the tasks below and request a sample batch.