ANNOTYX.AI
Light Logistics
Privacy review in progress
Pending QA

Box & Parcel Handling Dataset

Box stacking, parcel transfer, and secure placement demonstrations for logistics-oriented Physical AI systems, captured in a dedicated storage-room environment.

Scope Pilot DatasetDownload Schema JSON
Box & Parcel Handling Dataset
SPEC_ID // BOX-PARCEL-HANDLING
4K / 60FPSCONSENT_VERIFIED
Clip count

58

58 clips in release review

Task families

4

4 task types

Capture Sites

1

Controlled environments

Consent Status

100%

Documented legal clearance

Environments

Site Layout Scenarios

  • STORAGE ROOM

Camera perspectives

Grounded Camera Views

  • STATIC CAMERA
  • SMARTPHONE HANDHELD
  • CHEST-MOUNTED PERSPECTIVE
  • SYNCHRONIZED MULTI-VIEW
  • RGB-D

Annotation schema

Derived Metadata Fields

  • Task labels
  • Object labels
  • Success / failure labels
  • Start / end timestamps
  • Quality scores
  • Privacy review status

Use cases

Downstream Capabilities

Logistics robotics
Box handling benchmarks
World-model training inputs

Quality check

QA Review Checklist

  • // Every clip is reviewed by a human QA reviewer against a nine-point checklist before inclusion.
  • // Clips are scored A (excellent), B (usable), C (weak but usable), or rejected outright.
  • // Only clips with resolved annotations and no open privacy risk enter a published dataset package.

Risk mitigation

Privacy Redaction Pipeline

  • // Automated and human review flags faces, badges, screens, and location signals in every clip.
  • // Flagged clips are routed to redaction before being cleared for annotation.
  • // Metadata is stripped of device location and identifying fields prior to licensing.

Capture samples

Illustrative Clip Previews

Stack boxes
STREAM_01FRAME: #1042
RGB-D // 60FPSDURATION: 0:38

BPH-00003

Stack boxes

Storage Room

Restock shelf items
STREAM_02FRAME: #1226
RGB-D // 60FPSDURATION: 0:48

BPH-00009

Restock shelf items

Storage Room

Metadata payload

Sample Clip-Level Metadata

Clip IDTaskSite EnvironmentDurationOutcomeGradePrivacy Status
BPH-00003Stack boxesStorage Room0:38Success
QA_B
Privacy review in progress
BPH-00009Restock shelf itemsStorage Room0:48Success
QA_A
Privacy review in progress

Scope a Pilot dataset for: Box & Parcel Handling Dataset

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