Campaign 13
Description
Each image contains individual type 48 containers surrounded by randomly-chosen distractor objects, viewed from above (it’s the “Where’s Waldo?” of uranium hexafluoride). This data should be extremely challenging for models.
Note that, due to differences in size among distractors (ranging from a paint can to a massive oil tank) and random camera placement, the type 48 containers may not always be visible in the actual image.
Statistics
Total samples: 48574.
Samples with provenance: 0
Samples with images: 48574
Samples with synthetic data: 48574
Samples with cryptomatte data: 48574
Samples with bounding-boxes: 48574
Samples with empty bounding-boxes: 0
Samples with contours: 48574
Samples with tags: 48574
Categories:
Category 48G samples: 23068
Category 48X samples: 7825
Category 48Y samples: 7833
Category bag/cement samples: 7336
Category bag/salt samples: 15901
Category bag/sand samples: 15061
Category banding samples: 18453
Category barrel/55G samples: 44311
Category barrel/wine samples: 15474
Category barrel/wine/blocking samples: 15337
Category block/cinder samples: 5456
Category block/generic samples: 10152
Category blocking/concrete samples: 9926
Category blocking/wood samples: 10114
Category box/cardboard samples: 11408
Category brick samples: 4370
Category crate/mil/large samples: 13213
Category crate/mil/long samples: 14380
Category crate/mil/medium samples: 15197
Category crate/mil/small samples: 8513
Category drywall samples: 13644
Category keg/30L samples: 11167
Category keg/50L samples: 11560
Category lumber/pine samples: 16309
Category mdf samples: 14364
Category paintbrush samples: 18906
Category paintcan/1G samples: 23108
Category pallet samples: 13407
Category steel/roll samples: 7552
Category synthetic samples: 48574
Category tank/gas/10kg samples: 21770
Category tank/gas/160L samples: 14277
Category tank/gas/20kg samples: 24227
Category tank/gas/30kg samples: 23364
Category tank/gas/6kg samples: 28447
Category tank/gas/8kg samples: 22668
Category tank/oil/A samples: 7530
Category tank/oil/B samples: 9383
Category tank/oil/C samples: 15525
Category tank/oil/D samples: 9109
Category tank/oil/E samples: 12939
Category tank/oil/F samples: 11287
Category tank/oil/G samples: 12985
Category tank/oil/H samples: 16105
Category tank/propane/500G samples: 16281
Category tank/water/IBC/275G samples: 15061
Category tank/water/plastic/1500L samples: 12926
Category tank/water/plastic/16G samples: 11910
Category Definitions
bag/cement: bags of cement neatly stacked on a forklift pallet.
bag/salt: bags of salt neatly stacked on a forklift pallet.
bag/sand: bags of sand neatly stacked on a forklift pallet.
banding: banding used to keep pallet loads of blocks intact.
barrel/55G: 55 gallon barrels.
barrel/wine: traditional oak wine barrels.
barrel/wine/blocking: wood blocks used to stack and support groups of wine barrels.
block/cinder: cinderblock neatly stacked on a forklift pallet.
block/generic: large masonry blocks neatly stacked on a forklift pallet.
box/cardboard: cardboard boxes neatly stacked on a forklift pallet.
brick: standard bricks, neatly stacked on a forklift pallet and covered in translucent plastic.
crate/mil/large, crate/mil/long, crate/mil/medium, crate/mil/small: four different sizes of plastic military crate.
drywall: neat stack of sheets of drywall, covered in translucent plastic.
keg/30L, keg/50L: two sizes of beer keg.
lumber/pine: neat stack of pine lumber.
mdf: neat stack of sheets of MDF
paintbrush: standard bristle paintbrush.
paintcan/1G: one gallon paint can.
pallet: wood forklift pallet.
steel/roll: large roll of sheet metal.
synthetic: samples generated using our synthetic workflow.
tank/gas/6kg - tank/gas/160L: various sizes of gas cylinder.
tank/oil/A - tank/oil/H: various types of large industrial oil storage.
tank/propane/500G: commonly seen household propane storage tank.
tank/water/IBC/275G, tank/water/plastic/1500L, tank/water/plastic/16G: various sizes of water storage.
Questions
Why are there only 48574 samples?
There should have been 50000, but we didn’t realize that some images would be so complex that the job creating them was timing-out. This issue was fixed in subsequent campaigns.