Labels tied to model behaviour.
- vehicle class and track ID
- rider and helmet state
- lane and road region
- traffic signal state
- event and behaviour tags
- weather and lighting
- camera and location metadata
Mobility and road vision · Video
Indian Traffic Video
An Indian road-video concept covering heterogeneous vehicles, rider safety, signals, lanes, congestion and adverse conditions.
Catalogue statusIllustrative custom specification
Reference volumeIllustrative 1,600-hour specification
Delivery modelScoped pilot → versioned production
Designed for
Mobility, road-safety and intelligent-transport teams building detection, tracking and traffic-understanding systems.
Every specification is adapted to the buyer's model, production environment, data rights and measurable acceptance criteria.
Primary use cases
- Vehicle detection and tracking
- Helmet and rider-safety analysis
- Signal and lane-behaviour evaluation
- Congestion and traffic-density estimation
- Adverse-weather robustness testing
Variation before volume.
- Cars, buses, trucks, autos and two-wheelers
- Urban junctions, highways and mixed roads
- Day, night, rain, glare and haze
- Dense traffic and partial occlusion
- Fixed, dash-mounted and roadside views
Quality target
Target: ≥95% audited track and event acceptance on scoped classes
Targets are agreed during scoping and reported only after measurement on the applicable delivery.
Quality controls
- Frame-level geometry audits
- Track continuity and identity-switch checks
- Temporal event validation
- Class-confusion analysis
- Scenario and weather coverage reporting
Delivery format
MOT/COCO-compatible annotations, MP4 and event JSONL
Buyer-specific schema and storage requirements can be incorporated before production.
Example file package
01
videos/02
tracks/03
events.jsonl04
scene_metadata.csv05
dataset_card.md06
temporal_qa_report.pdfEvidence travels with the files.
- Collection-location and rights context
- Class and event ontology
- Temporal annotation guide
- Scenario distribution and exclusions
- Tracking-quality and event-quality report
What buyers should understand.
- Location permissions and privacy treatment require project review
- Licence-plate or face handling must be explicitly defined
- Road behaviour labels should not be treated as legal judgments
Build from this pattern
Turn your requirement into a pilot.
Share the model objective, target environment, approximate volume and delivery constraints. We will respond with the questions needed to scope a credible dataset.
Request this dataset pattern ↗