Video

Vehicles & Transportation

Footage of the full range of road and transit vehicles captured in real operational conditions — commuter traffic, highway driving, parking maneuvers, public transit boarding and alighting, and last-mile delivery. The set covers vehicles as both primary subjects and as scene elements alongside pedestrians and infrastructure, spanning a wide range of vehicle types, speeds, and environmental contexts.

Hours200K+

Vehicle types9+

Traffic contexts6+

Training Use Cases

✓Vehicle detection, classification, and tracking in traffic scenes

✓Autonomous vehicle perception and scene parsing

✓Trajectory prediction and behavior modeling for road agents

✓Video generation of traffic and transportation environments

Key Highlights

✓9+ vehicle type categories including cars, trucks, motorcycles, bicycles, buses, trains, vans, emergency, and construction vehicles

✓Multiple capture perspectives including roadside, aerial, dashcam, intersection, and parking views

✓Vehicles captured both as primary subjects in isolation and as scene elements in mixed traffic

✓Traffic contexts spanning highways, urban streets, intersections, parking lots, and transit stops

Metadata Fields

durationLength of clip in HH:MM:SS

resolutionPixel dimensions (e.g., 1920x1080, 3840x2160)

frame_rateFrames per second (e.g., 24, 30, 60, 120)

contains_audioWhether the clip carries an audio track (boolean)

primary_categoryDominant content category assigned to a video

vehicle_typecar | truck | motorcycle | bicycle | bus | train | van | emergency_vehicle | construction

capture_perspectiveroadside | aerial | dashcam

traffic_contexthighway | urban_street | suburban | intersection | parking_lot | transit_stop

vehicle_countNumber of distinct vehicles in the primary scene