Validate the vehicle distinction you actually need

A site may need to distinguish a rigid truck from an articulated vehicle or one supported subtype from another. Define the taxonomy and test the view; do not assume exact make, model or year recognition.

Catalog workflow. Detector availability, scene suitability and event delivery must be verified for the proposed deployment. Camera observations supplement human review and established safety procedures.

Discuss this workflow

Illustrative vehicle approach showing body features used for type review

Example

Without IVISIONStandard CCTV feed

With IVISIONIllustrative event overlay

The Process

How It Works

Specific labels require specific evidence Avoid promising detail the camera cannot establish.

Camera input

Capture the features needed for the chosen distinction.

Visual criteria

Validate the specific types and lookalike vehicles.

Event review

Review uncertain labels with the source image.

Operator response

Operator uses the label only within its verified scope.

Explore Your Options

Explore Related Capabilities

Dimension	Vehicle-Type Identification	Vehicle Classification
Observation	Visible body features match a validated type label.	Visible vehicle features match a supported broad class.
Event criteria	The supported type criterion is met with adequate detail.	A validated category indication is available for a detected vehicle.
Monitoring setup	Confirm the exact taxonomy, unknown handling and view requirements.	Define category boundaries and ambiguous-case handling.
What it cannot establish	Exact model, year and mechanical specification are not established without separate evidence.	Appearance cannot establish payload, legal vehicle class or exact specification.
Practical outcome	Help teams evaluate whether a required vehicle distinction is visually supportable.	Help teams review traffic mix without claiming exact make or model recognition.