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Result

app.domain.detection.result

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Detection result — output from YOLO object detection model.

See Also
  • Box — base bounding-detection domain dataclass
  • BBoxViewModel — view model for UI display of bounding boxes

Layer: Domain. Context: Defines application concepts independently of UI and infrastructure implementations.

DetectionResult dataclass

Bases: Box

Single object detection result from YOLO model inference.

All bounding-detection fields (item_id, label, bbox_xyxy, confidence, color_hex) are inherited from BaseBox. See that class for field documentation.

Note

Created from raw YOLO output, stored in Layer A as immutable machine data, then filtered into Layer B for user review and export. Use to_frame_box_view_model() to convert the detection into a BBoxViewModel for UI display.

Example 
detection = DetectionResult(
    item_id="yolo-42",
    label="person",
    bbox_xyxy=(100, 200, 300, 400),  # (x1, y1, x2, y2)
    confidence=0.95,
    color_hex="#808080"
)

box_view = detection.to_frame_box_view_model()

Layer: Domain. Context: Represents application concepts without UI or infrastructure dependencies.

__init__(item_id: str, label: str, bbox_xyxy: BBoxXYXYTuple, confidence: float, color_hex: str = '#808080') -> None

to_frame_box_view_model() -> BBoxViewModel

Convert this detection result into a frame-box view model.

RETURNS DESCRIPTION
BBoxViewModel

View model preserving the detection's identity, geometry, label,
BBoxViewModel

confidence, and display color.