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Data Set: Fit3D

Fit3D, contains over 3 million images and corresponding 3d human shape and motion capture ground truth configurations, with over 37 repeated exercises, covering all the major muscle groups, performed by instructors and trainees.

- 611 multi-view sequences; minimum 5 annotated repetitions per sequence;

- 2,964,236 highly accurate ground truth 3d skeletons,

- GHUM & SMPLX human pose and shape parameters

Data Collection:

  • Collected from multiple subjects

    subjects exercising

    • Traning Set: 8 Subjects (all trainees)
    • Testing Set: 3 Subjects (1 trainer, 2 trainees)

  • 47 Exercises

    multiple exercises

    • Use all 47 for traning / testing
    • Use squat, deadlift, push-up for classification

  • 3D Skeletons

    3d skeletons

    • Ground-truth 3d skeletons with 25 joints (including the 17 Human3.6m joints)
    • 50 fps

Dataset Info