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№ 8ACollecting now

Auto Service

Under the car, wrench in hand.

Independent workshops, multi-brand service centres and dealership bays.

Useful for

Predicting parts and fasteners under hand tools
Workshop robots
Tool use

Get free sample data

Task groups: 4
Tasks: 22
Hours: Ask for the count
Narration: —
Sample footage: On request

Rated 1 to 5 from the shot list, not measured

Hand-object densityBimanual fine-motorTool varietyLighting variance

Conditions low light, grease

Pick your tasks.

Tick any to add it to your quote.

8A.1
8A.2
8A.3
8A.4

8A.1 Routine maintenance

8A.1.01Oil and fluid changeno sample footage
8A.1.02Filter replacement (oil, air, cabin)no sample footage
8A.1.03Fluid top-⁠up and flushno sample footage
8A.1.04Battery test and replacementno sample footage
8A.1.05Spark plug and ignition serviceno sample footage
8A.1.06Belt and hose replacementno sample footage
8A.1.07Headlight and bulb replacementno sample footage
8A.1.08Wiper blade replacementno sample footage

8A.2 Brakes and suspension

8A.2.01Brake pad and rotor serviceno sample footage
8A.2.02Caliper service and reseatingno sample footage
8A.2.03Brake bleedingno sample footage
8A.2.04Shock and strut replacementno sample footage
8A.2.05Bush and link replacementno sample footage

8A.3 Diagnostics and teardown

8A.3.01Vehicle lift and jack setupno sample footage
8A.3.02Wheel removal and refittingno sample footage
8A.3.03Panel, cover and shield removalno sample footage
8A.3.04Scan tool hookup and readoutno sample footage
8A.3.05Undercarriage inspectionno sample footage

8A.4 Bay operations

8A.4.01Parts staging and matchingno sample footage
8A.4.02Waste oil and fluid handlingno sample footage
8A.4.03Bay cleanup and spill absorbent useno sample footage
8A.4.04Tool trolley organisationno sample footage

Data cardEgocentric video, from a head or chest camera.

Picture: Set in your quote: 4K60 preferred, 1080p or any
Motion data: IMU at a nominal 200 Hz on the video clock, where recorded
Labels: Task codes 8A.1.01 to 8A.4.04, 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 8A.1.01 …
FV-A00xxx_meta.jsondevice, mount, site, collector, consent

What a lab receives →