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Dataset

Annotation example

drawing

split.json format:

{
  "train":
  [
    ["2-00054.jpg", [[252, 25, 381, 208, 0, 0, -1], [93, 219, 222, 361, 1, 2, 0]]],
  ],
  "val":
  [
    ["5-00006.jpg", [[312, 92, 425, 264, 0, 0, -1]]],
  ],
}

All bounding boxes are presented in pascal_voc format: [[x_min, y_min, x_max, y_max, class, subclass, side]]


class / subclass:

  • 0 - Face
    • 0 - Neutral
    • 1 - Smile
  • 1 - Palm (we labeled a palm only instead of a whole wrist)
    • 0 - ThumbUp
    • 1 - ThumbDown
    • 2 - HandUp

side:

  • 0 - Left
  • 1 - Right
  • -1 - not defined (we ignore this attribute for objects that don't have corresponding labels)