№ 2Collecting now

Retail Store — Back of House

Many shapes of box, rarely a tidy shelf.

Supermarkets, hypermarkets, apparel and electronics chains, pharmacy and convenience formats. Backroom and shop-floor replenishment; no customer-facing work.

Useful for

Predicting how boxes and packed goods shift
Store restocking robots
Pick and place

Get free sample data

Task groups: 5
Tasks: 28
Hours: Ask for the count
Narration: —
Sample footage: On request

On the job.

Pick a clip. Its whole recording sits below.

Camera file or proxy, as each HUD says. Tasks are a reviewer's reading.
Notes (3)
FV-C00046 · 133.0–141.0 s: camera file 1920×1080 · 59.94 fps; stabilised picture; blurred: a name painted on a chair.
FV-B00175 · 40.0–48.0 s: camera file 1920×1080 · 29.97 fps; stabilised picture
FV-B00361 · 529.0–536.0 s: camera file 2704×1520 · 50 fps; blurred: another person at the top left; QR codes on medicine strips.

Retail Store — Back of House, first-person still: FV-C00046 at 372.5 s — **FV-C00046**whole recording2483.1 s5 stills across the whole 2483.1 s recording, at their file times. The loop above is 133.0 to 141.0 s of it.

Retail Store — Back of House, first-person still: FV-C00046 at 764.6 s — **FV-C00046**whole recording2483.1 s5 stills across the whole 2483.1 s recording, at their file times. The loop above is 133.0 to 141.0 s of it.

Also on the wall.

More clips of this work play on the home page.

See them there

What they show

Sorts soap boxes into a red picking basketFV-C00005 · 1564.0 s
Lifts and levels filled cashew packets over a tubFV-C00016 · 2171.0 s
Wipes pharmacy shelves with a cloth; moves small boxesFV-B00175 · 9.0 s
Packs a shopper's goods into a carrier bag at the tillFV-C00011 · 6.4 s
Writes the weight on bags of seeds with a markerFV-C00030 · 259.5 s
Sorts and stacks medicine cartons at a stockroom shelfFV-B00361 · 155.4 s
Stands big bags of fox nuts upright on a shelfFV-C00021 · 1124.5 s
Presses filled flour packets flat, one by oneFV-C00016 · 490.0 s
Sorts small white cartons into piles on the floorFV-C00003 · 1163.0 s
Packs bags of nuts into a sack a co-worker holds openFV-C00046 · 183.0 s
Takes honey jars out of an open cartonFV-C00014 · 390.0 s

Each line is a reviewer's reading, not a label.

Rated 1 to 5 from the shot list, not measured

Hand-object densityBimanual fine-motorTool varietyLighting variance

Conditions occupied shop floor

Pick your tasks.

Tick any to add it to your quote.

2.1 Receiving and unpacking

2.1.01Pallet breakdown and sortingno sample footage
2.1.02Carton unboxing and breakdownno sample footage
2.1.03Delivery check-⁠in against manifestno sample footage
2.1.04Roll-⁠cage and trolley unloadingno sample footage
2.1.05Carton flattening and baler feedingno sample footage
2.1.06Damaged-⁠goods sorting and quarantineno sample footage

2.2 Stockroom management

2.2.01Backroom organisation and zoningno sample footage
2.2.02Stockroom shelving and bin sortingno sample footage
2.2.03Overstock put-⁠away by SKUno sample footage
2.2.04Tote and bin handlingno sample footage
2.2.05Ladder and step-⁠stool retrieval workno sample footage
2.2.06Cycle counting and stock checksno sample footage

2.3 Shelf and floor replenishment

2.3.01Shelf restockingno sample footage
2.3.02Facing, blocking and frontingno sample footage
2.3.03Display and endcap buildingno sample footage
2.3.04Planogram reset and re-⁠layno sample footage
2.3.05Shelf-⁠edge label and price tag changesno sample footage
2.3.06Security tag applicationno sample footage
2.3.07Date-⁠code rotation and pull-⁠outsno sample footage

2.4 Order fulfilment and returns

2.4.01Online-⁠order pickingno sample footage
2.4.02Bagging and tote stagingno sample footage
2.4.03Click-⁠and-⁠collect handover preparationno sample footage
2.4.04Returns and go-⁠back processingno sample footage
2.4.05Restocking of returned itemsno sample footage

2.5 Shop-⁠floor support

2.5.01Cart and basket retrievalno sample footage
2.5.02Signage and banner hangingno sample footage
2.5.03Spill response and spot cleaningno sample footage
2.5.04Queue barrier and stanchion setupno sample footage

Data cardEgocentric video, from a head or chest camera.

Cameras: GoPro HERO10 Black, HERO12 Black
Picture: 1920×1080 to 2704×1520, 29.97 to 59.94 fps
Motion data: IMU at a nominal 200 Hz on the video clock, where recorded
Labels: Task codes 2.1.01 to 2.5.04, in order on the video clock; final labels only
Formats: Camera originals; also LeRobot v3, RLDS, HDF5 or MCAP
Licence: Per quotation, for machine-learning research and development Terms →

Four files per clip.

FV-A00xxx/
FV-A00xxx.MP4original camera file, telemetry intact
FV-A00xxx_imu.csvtimestamp_us, ax, ay, az, gx, gy, gz
FV-A00xxx_labels.jsonordered segments, codes 2.1.01 …
FV-A00xxx_meta.jsondevice, mount, site, collector, consent

What a lab receives →