Data Annotation / Transportation, CCTV & Surveillance
Video Annotation & Object Tracking
Multi-object tracking and frame-level annotation for video datasets, including transportation and surveillance footage. Identities are maintained as objects move, disappear, reappear or overlap, with human review around occlusion, deformation, entry and exit events and non-linear motion.
TEMPORAL CONSISTENCYDECODING / BITS
Data Annotation
Project overview
What we built.
A concise view of the documented implementation and features shipped.
Scope clarification: Examples are taken from the Decoding Bits Data Services portfolio. Client names and datasets are not disclosed.
- Multi-object tracking with persistent identities
- Frame-level annotation of people, vehicles and infrastructure
- Object identity and tracking ID review
- Annotation drift and missing-frame checks
- Start and end frame validation
- Dynamic attributes and event labeling
- Mask and boundary stability review
- Movement logic and interpolation accuracy checks
Implementation
Annotation techniques.
Techniques documented in the Decoding Bits Data Services portfolio for this type of work.
Portfolio examples
Annotation examples.
Illustrative examples from the Decoding Bits Data Services portfolio.
Multi-object tracking
Transportation & surveillance
More work
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Related projects drawn from the approved portfolio.
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