mdx.mtmc.schema module

class Bbox(*args: Any, **kwargs: Any)

Bases: BaseModel

bottomY: float

leftX: float

rightX: float

topY: float

class Behavior(*args: Any, **kwargs: Any)

Bases: BaseModel

class Config

Bases: object

json_encoders = {<class 'datetime.datetime'>: <function convert_datetime_to_iso_8601_with_z_suffix>}

bboxes: List[Bbox] | None

confidences: List[float] | None

embeddingMask: List[bool] | None

embeddings: List[List[float]] | None

end: datetime

endFrame: str

frameIds: List[str] | None

id: str

key: str

locationMask: List[bool] | None

locations: List[List[float]] | None

matchedSystemTimestamp: datetime | None = None

objectId: str

objectType: str

place: str = ''

roiMask: List[bool] | None

sensorId: str

startFrame: str

timestamp: datetime

timestamps: List[datetime] | None

class BehaviorStateObjects(*args: Any, **kwargs: Any)

Bases: BaseModel

class Config

Bases: object

json_encoders = {<class 'datetime.datetime'>: <function convert_datetime_to_iso_8601_with_z_suffix>}

behaviorDict: Dict[datetime, Behavior]

maxTimestamp: datetime | None

class Frame(*args: Any, **kwargs: Any)

Bases: BaseModel

class Config

Bases: object

json_encoders = {<class 'datetime.datetime'>: <function convert_datetime_to_iso_8601_with_z_suffix>}

id: str

objects: List[Object]

sensorId: str

timestamp: datetime

version: str

class MTMCObject(*args: Any, **kwargs: Any)

Bases: BaseModel

class Config

Bases: object

json_encoders = {<class 'datetime.datetime'>: <function convert_datetime_to_iso_8601_with_z_suffix>}

batchId: str

end: datetime

globalId: str

matched: List[Behavior]

objectType: str

timestamp: datetime

class MTMCObjectPlusCount(*args: Any, **kwargs: Any)

Bases: BaseModel

count: int

type: str

class MTMCObjectPlusLocations(*args: Any, **kwargs: Any)

Bases: BaseModel

id: str

locations: List[List[float]]

matchedBehaviorKeys: Set[str]

type: str

class MTMCObjectsPlus(*args: Any, **kwargs: Any)

Bases: BaseModel

class Config

Bases: object

json_encoders = {<class 'datetime.datetime'>: <function convert_datetime_to_iso_8601_with_z_suffix>}

frameId: str

locationsOfObjects: List[MTMCObjectPlusLocations]

objectCounts: List[MTMCObjectPlusCount]

place: str

timestamp: datetime

class MTMCStateObject(*args: Any, **kwargs: Any)

Bases: BaseModel

class Config

Bases: object

json_encoders = {<class 'datetime.datetime'>: <function convert_datetime_to_iso_8601_with_z_suffix>}

batchId: str

end: datetime

globalId: str

matchedDict: Dict[str, Behavior]

objectType: str

timestamp: datetime

class MTMCStateObjectPlus(*args: Any, **kwargs: Any)

Bases: BaseModel

class Config

Bases: object

json_encoders = {<class 'datetime.datetime'>: <function convert_datetime_to_iso_8601_with_z_suffix>}

embeddings: List[List[float]]

id: str

locationsDict: Dict[datetime, List[List[float]]]

matchedBehaviorKeys: Set[str]

type: str

class Notification(*args: Any, **kwargs: Any)

Bases: BaseModel

class Config

Bases: object

json_encoders = {<class 'datetime.datetime'>: <function convert_datetime_to_iso_8601_with_z_suffix>}

event_type: str

message: str | None = None

sensors: List[Sensor] | None = None

timestamp: datetime

class Object(*args: Any, **kwargs: Any)

Bases: BaseModel

bbox: Bbox

confidence: float

embedding: List[float] | None

id: str

info: Dict[str, str] | None

type: str

class Sensor(*args: Any, **kwargs: Any)

Bases: BaseModel

attributes: List[Dict[str, str]]

cameraMatrix: List[List[float]] | None = None

coordinates: Dict[str, float]

extrinsicMatrix: List[List[float]] | None = None

geoLocation: Dict[str, float]

globalCoordinates: List[Dict[str, float]]

homography: List[List[float]] | None = None

id: str

imageCoordinates: List[Dict[str, float]]

intrinsicMatrix: List[List[float]] | None = None

origin: Dict[str, float]

place: List[Dict[str, str]]

rois: List[Dict[str, Any]] = []

scaleFactor: float

translationToGlobalCoordinates: Dict[str, float] = {'x': 0.0, 'y': 0.0}

tripwires: List[Dict[str, Any]] = []

type: str

class SensorStateObject(*args: Any, **kwargs: Any)

Bases: BaseModel

class Config

Bases: object

json_encoders = {<class 'datetime.datetime'>: <function convert_datetime_to_iso_8601_with_z_suffix>}

cameraMatrix: List[List[float]] | None = None

cameraPosition: List[List[float]] | None = None

direction: float | None = None

distortionCoeffs: List[List[float]] | None = None

eulerAngles: List[List[float]] | None = None

fieldOfViewPolygon: str | None = None

fps: float | None = None

frameHeight: int | None = None

frameWidth: int | None = None

homography: List[List[float]] | None = None

placeStr: str = ''

rois: List[List[Tuple[float, float]]] | None = None

rotationMatrix: List[List[float]] | None = None

rotationVector: List[List[float]] | None = None

sensor: Sensor

timestamp: datetime | None = None

translationVector: List[List[float]] | None = None

convert_datetime_to_iso_8601_with_z_suffix(dt: datetime) → str

Converts datetime to ISO 8601 format with Z suffix

Parameters:

dt (datetime) – datetime

Returns:

string of the datetime

Return type:

str

dt_str = convert_datetime_to_iso_8601_with_z_suffix(dt)