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id
string
image
image
label
image
shelf
class label
incomplete_lane
int8
missing_boxes
int8
episode_000
0top_shelf
0
1
episode_001
0top_shelf
1
1
episode_002
0top_shelf
2
1
episode_003
0top_shelf
3
1
episode_004
0top_shelf
4
1
episode_005
0top_shelf
5
1
episode_006
0top_shelf
0
2
episode_007
0top_shelf
1
2
episode_008
0top_shelf
2
2
episode_009
0top_shelf
3
2
episode_010
0top_shelf
4
2
episode_011
0top_shelf
5
2
episode_012
1second_from_bottom_shelf
0
1
episode_013
1second_from_bottom_shelf
1
1
episode_014
1second_from_bottom_shelf
2
1
episode_015
1second_from_bottom_shelf
3
1
episode_016
1second_from_bottom_shelf
4
1
episode_017
1second_from_bottom_shelf
5
1
episode_018
1second_from_bottom_shelf
0
2
episode_019
1second_from_bottom_shelf
1
2
episode_020
1second_from_bottom_shelf
2
2
episode_021
1second_from_bottom_shelf
3
2
episode_022
1second_from_bottom_shelf
4
2
episode_023
1second_from_bottom_shelf
5
2

QSim SOLHETTA shelf-restocking inspection set

Summary

This public dataset contains 24 synthetic 960 x 720 RGB/mask pairs rendered in Isaac Sim: two OMAR shelf levels, six incomplete-lane positions, and one or two missing front SOLHETTA cartons. It is a compact test benchmark, not a training corpus.

Columns

Column Description
id Unique episode identifier.
image RGB render.
label Single-channel class-index mask with pixel values 0-3.
shelf top_shelf or second_from_bottom_shelf.
incomplete_lane Incomplete lane index, 0-5.
missing_boxes Number of contiguous missing front boxes, 1 or 2.

Label IDs

ID Class
0 background
1 shelf
2 boxes
3 empty_space

Class 3 is the projected, carton-sized 3D restocking-slot target. It is not generic visible air: its annotation proxy exists only during mask capture and is absent from the RGB render. It may therefore cover a farther carton visible through the physical vacancy. Treat class 3 as a restocking-affordance target and do not remap it to background.

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