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Ideal customer profile

Who is this data for?

Quality Vision sells engineered pose / motion exports (JSONL + metadata)—not raw stock footage. The lists below help you decide if we are a good match before you spend time on samples or checkout.

Suitable for (X)

  • ·Teams building pose estimation, gait, or action models who need large, filtered frame rows with consistent schema.
  • ·Robotics / simulation / imitation-learning groups that train on landmark sequences and optional motion features—not on redistributing source videos.
  • ·Sports science & biomechanics prototypes that accept normalized coordinates and visibility-aware keypoints.
  • ·Startups and labs that want a clear purchase path (Gumroad / PayPal) and documented export layout (manifests, QA reports).
  • ·Buyers who start with a public sample (GitHub / Hugging Face) to validate parsing—then scale to a ready-made bundle or Dataset Lab quota.

Not suitable for (Y)

  • ·Anyone who needs unrestricted redistribution of third-party raw videos—our products are pose/motion exports; raw clips are not sold as a catalog.
  • ·Use cases that require medical diagnosis, clinical decision-making, or legal evidence without a separate compliance review—we sell research/engineering datasets, not certified medical devices.
  • ·Buyers who expect pixel-perfect labels on every frame with no rejection pipeline—real pipelines filter blur, occlusion, and low visibility; row counts reflect HQ filtering plus optional augmentations.
  • ·Teams that only want a handful of images for free—our free samples are for validation; production-scale scope belongs in paid bundles or Lab quotas.

Next steps