Logistics / parking lot

Parked cars
— avg —
—
Mobile cars
— avg peak
—
Avg dwell time
— s —
—
Peak occupancy
— —
—
Safety score
— /100
based on near-miss events
Estimated fuel burn
— USD
low-speed maneuvering fuel · clip total

Process performance · Six-Sigma view

illustrative · target = clip median, σ measured against observed dwell variance
Sigma level
— σ
—
Process capability (Cp)
—
—
Variation (σ)
—
— seconds
Defect rate
—
— of all tracks
On-time compliance
—
Median dwell is treated as the target. Spec band = median ± 2 × IQR. "Defect" = a vehicle that overstays the upper spec or finishes its session below the lower spec. Numbers come from the real tracking data; the spec choice is illustrative.

4D Twin

drag to rotate · scroll to zoom · right-drag to pan
Parking lot
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00:00.0 frame 0
— m
N
vehicle highlighted paths: shortest median longest spots: low med high speed (m/s): 0 → max

Source video tilt

synced to 4D frame
tilt 45°
frame 0 / 0

4D view mode

vehicle color is single-select · layers can be combined
Color:
Layers:

Meta-analytics

computed insights · derived from real tracking data

Data-driven flags

threshold-based signals from clip

AI Recommendations Claude

natural-language operator advice

Occupancy over time

active vehicles per second

Vehicle flow

entries vs exits per 5-second bin

Dwell time distribution

all tracks · seconds

Path lengths

distance histogram — meters

Top movers

longest paths first
#Track Length (m) Active (s) Mean v (m/s)

Safety events

curb incursions + speeders

Safety event timeline

incursions + speeders across the clip

Spot occupancy heatmap