attributes

Attributes in the context of the VisionAI format refer to an alias assigned to element data that can be nested within geometric object data. For instance, a bounding box may have attributes related to its score, visibility, or other features. These attribute values can be nested within the object (ex. boundingbox) data itself.

Schema

Example

{
    "boolean": [{
            "name": "visible",
            "val": true
        },{
            "name": "touchable",
            "val": false
    }],

    "text": [{
        "name": "company",
        "val": "linker"
    },{
        "name": "branch",
        "val": "taipei"
    }],

    "number": [{
        "name": "height",
        "val": 180
    },{
        "name": "weight",
        "val": 75
    }],

    "vec": [{
        "name": "locations",
        "val": ["taipei", "tainan"]
    },{
        "name": "projects",
        "val": ["mlops", "auto_labeling"]
    }]
}

attributes {}

An attribute can be any combination of the following types below. Each type is an array. All values with the same type will be in the same array.

name	description	type	required
boolean	The boolean type attribute means a result that can only have one of two possible values: true or false.	array of objects	false
num	The number type attribute defines a floating-point number and is defined by a name key, and val key.	array of objects	false
text	The text type attribute is a string to represent textual information.	array of objects	false
vec	The vec type attribute is an array of text. It represents the options of the attribute and possibly has the same properties as the other generic attributes.	array of objects	false

attribute_type objects

name	description	type	required
name	The name of this attribute.	string	true
val	The value of this attribute follows the table defined above. ➤ boolean: boolean ➤ num: float ➤ text: string ➤ vec: array of strings	describe in the description	true

NOTE: The attribute name and the vec type array items name may only contain lowercase letters, numbers, and hyphens (-), and must begin and end with a letter or a number. Each hyphen (-) must be preceded and followed by a non-hyphen character. The name must also be between 3 and 40 characters long.

---

Use Case

bbox with attributes

To describe a bbox dataset with one camera sensor:

• sensor: camera (#camera1)

• ontology:

  • people

    • ischild - boolean (static info)

    • direction - front, left, right, back (dynamic info)

    • age - number (static info)

  • car

    • color - white, silver, blue, red, black (static info)

  • truck

  • bus

Example Code

pagebbox