Media Server 25.4
Media Server Help

# Vehicle Make and Model Recognition Results

The following XML shows a single record produced by vehicle make and model recognition.

    <record>
        ...
        <trackname>VehicleMakeModel.Result</trackname>
        <VehicleModelResult>
            <id>e2fb50f1-a71a-46e0-8af6-c5e7e5ba3afc</id>
            <grillepatch>
                <point>
                    <x>379</x>
                    <y>680</y>
                </point>
                <point>
                    <x>739</x>
                    <y>680</y>
                </point>
                <point>
                    <x>739</x>
                    <y>784</y>
                </point>
                <point>
                    <x>379</x>
                    <y>784</y>
                </point>
            </grillepatch>
            <identity>
                <identifier>FocusRS</identifier>
                <database>Cars</database>
                <confidence>77</confidence>
                <metadata>
                    <item>
                        <key>type</key>
                        <value>hatchback</value>
                    </item>
                </metadata>
            </identity>
            <grillepercentage>100</grillepercentage>
            <vehiclemake>Ford</vehiclemake>
            <vehiclemakescore>100</vehiclemakescore>
            <region>
                <left>296</left>
                <top>496</top>
                <width>501</width>
                <height>416</height>
            </region>
            <regionscore>100</regionscore>
            <vehicletype>car</vehicletype>
            <vehicletypescore>98</vehicletypescore>
        </VehicleModelResult>
    </record>

The record contains the following information:

- `id` - a unique identifier for the recognized number plate. The number plate recognition engine issues an ID for each detected appearance of a number plate, and the records output from the vehicle make/model recognition engine use the same IDs as the input records.
- `grillepatch` - the region of the input image that was used for recognizing the vehicle make and model.

- `identity` - represents a match between the ingested media and a vehicle model in your training database. This element contains data only if you train Media Server to recognize vehicle models, you set the `Database` parameter when you configure the task, and a match is found. The following information is available:

  - `identifier` - the identifier of the recognized vehicle model.
  - `database` - the name of the database in which the vehicle model exists.
  - `confidence` - the confidence score for the match (from 0 to 100, where 100 is maximum confidence).
  - `metadata` - the metadata that you associated with the vehicle model when you trained Media Server. If there is no metadata in the training database, this element is omitted.
- `grillepercentage` - the percentage of the vehicle grille that was visible in the source image.
- `vehiclemake` - the recognized vehicle make.
- `vehiclemakescore` - the confidence score for vehicle make recognition, from 0 to 100, where 100 indicates maximum confidence.
- `region` - a bounding box that contains the entire vehicle.
- `regionscore` - the confidence score for the region (from 0 to 100, where 100 is maximum confidence).
- `vehicletype` - the vehicle type (`bus`, `car`, `motorcycle`, or `truck`).
- `vehicletypescore` - the confidence score for the vehicle type (from 0 to 100, where 100 is maximum confidence).

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Version 25.4 | Last updated October 2025

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Product: Knowledge Discovery Media Server 25.4

Topic Title: Vehicle Make and Model Recognition Results