01
PROJECT TYPE
Video · Object tracking
Internal Demonstration Project
02
OBJECTIVE
Defined task
Track multiple objects consistently across sequential frames.
03
DEMONSTRATION DATASET
Original synthetic input
An original synthetic retail-style sequence with multiple moving objects, changing positions and partial occlusion. No real store, customer or client footage is represented.
04
ANNOTATION SCHEMA
Structured fields
- Object class
- Bounding box coordinates
- Persistent tracking ID
- Frame number
- Visibility state
- Review status
05
WORKFLOW
Managed execution sequence
- 01Define object classes and track rules
- 02Annotate initial detections
- 03Propagate IDs across frames
- 04Review transitions and occlusions
- 05Correct flagged tracks
- 06Prepare structured output
06
QA PROCESS
Independent review focus
- ID switching review
- Missed-object checks
- Duplicate-track checks
- Box consistency review
- Correction status tracking
07
EXAMPLE OUTPUT
Illustrative structured records
01frame_0184 · item_08 · reviewed
02frame_0184 · item_14 · corrected
03frame_0185 · item_08 · reviewed
08
DELIVERY STRUCTURE
Reviewed handoff
- Frame-level tracking annotations
- Reviewed output
- Issue and correction log
- Schema and delivery notes
DEMONSTRATION NOTICE
Internal Demonstration Project
Created to demonstrate Vantrel’s data operations workflow. No client or confidential data used.
Discuss a similar workflow