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sunrgbd-toy's Introduction

In SUNRGBD, y is in/out-ward,

calib

  • row1: rotation by column, rotation is camera to world, for [x, z, y]
  • row2: intrinsic by column: [[fx, 0, 0], [0, fy, 0], [cx, cy, 1]]

image

  • width: 730
  • height: 530

depth

  • row: x(column), z(depth), y(row), r, g, b
  • x: right is positive
  • y: up is positive
  • x, y, z range: meter
  • r, g, b range: [0, 1]

label

  • name
  • 2d bbox top left x, int
  • 2d bbox top left y, int
  • 2d bbox bias to bottom right x, int
  • 2d bbox bias to bottom right y, int
  • 3d bbox center x, meter
  • 3d bbox center y, meter
  • 3d bbox center z, meter
  • 3d bbox radius x, meter
  • 3d bbox radius y, meter
  • 3d bbox radius z, meter
  • 3d bbox orientation x
  • 3d bbox orientation y

_pc.npz

  • (N, 6)
  • (x, y, z, r, g, b)
  • x: right is positive
  • y: inward is positive
  • z: up is positive

_bbox.npy

  • (K, 8)
  • (center_x, center_y, center_z, radius_x, radius_y, radius_z, heading_angle, class_int)
  • heading_angle: rotation from x to -y

_votes.npz

  • (N, 10)
  • (mask, v1x, v1y, v1z, v2x, v2y, v2z, v3x, v3y, v3z)
  • mask: 0: point is not in any bbox, vixyz = 0
  • mask: 1: point is in at least one bbox
  • point + vote = bbox center
  • if point is only in one bbox, 3 votes are the same

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