FOOD PREPARATION · BAKERY LINE

Dough shaping and proofing tray transfer

Deformable material throughout; two recovery segments where dough tore and was re-formed.

HAND + CONTACTLIVE TRACE
handcontact6DoFMOTION VECTOR
LAYER ALIGNMENT · food-prep-0841
food-prep-0841.mp4 · 4:12SYNC DRIFT 0.4 ms / 60 s
SOURCE · RGB
L1–L5 CONTROL
4D GROUND TRUTH
MOCAP
3D ASSETS
RETARGET · 5 EE

Dashed verticals are hardware sync ticks.

INGEST GATES — THIS CLIP
Hand visibility
78% (gate ≥ 50%)
IMU-to-video drift
0.4 ms / 60 s (gate < 1 ms / 60 s)
Reprojection error
2.1 px (gate < 3 px @ 1080p)
Composite score
84 / 100 (gate ≥ 70)
CAPTURE
Duration
4:12
Resolution
1920×1080 @ 30
Codec
H.265, bit-exact remux
Inertial stream
476 Hz · 6-axis
Stabilization
disabled at firmware
RETARGETING FEASIBILITY · 5 END EFFECTORS
Shadow
pass
Inspire
pass
Allegro
pass
Parallel-2F
reject — aperture
Suction
reject — deformable

Rejections are retained in the rejection set, not discarded. The set is proprietary; the algorithm is not.

CONTENT
Contact profile
bimanual · sustained
Tracked objects
4
Episodes
11
Annotation
Control L1–L5, full clip
RIGHTS CHAIN
Signed by
Employer agreement · bakery group
Individual consent
obtained separately · CID-…-7A4
Collection region
Asia-Pacific
Redaction
faces, plates, screens, documents — on device, pre-upload
Source retention
pre-redaction footage destroyed on a 90-day schedule

Files for this clip

Video, annotation and retargeted trajectories in your delivery format. Available as part of an evaluation subset.

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OTHER RECORDS
Industrial & Production91 / 100

Connector seating and torque check on sub-assembly

IMU + 6DOFLIVE TRACE
imu6DoFactionTORQUE EVENT
Open record
Handcraft & Fine Assembly79 / 100

Precision insertion with tweezers under magnification

HAND + CONTACTLIVE TRACE
handcontactposeMICRO-MOTION
Open record
Specialized Services76 / 100

Appliance panel removal and filter replacement

DEPTH + 4DLIVE TRACE
depth4D6DoFOBJECT TRACK
Open record