core.models.picsellia_prediction

picsellia_prediction

Classes:

Name	Description
PicselliaLabel	Label associated with a prediction.
PicselliaConfidence	Confidence score for a prediction (typically between 0 and 1).
PicselliaRectangle	Bounding box in [x, y, width, height] format.
PicselliaText	Recognized text from OCR predictions.
PicselliaPolygon	Polygon represented by a list of points.
PicselliaClassificationPrediction	Prediction result for classification tasks.
PicselliaRectanglePrediction	Prediction result for object detection (rectangles).
PicselliaOCRPrediction	Prediction result for OCR tasks.
PicselliaPolygonPrediction	Prediction result for segmentation tasks.

PicselliaLabel(value) dataclass

Label associated with a prediction.

Attributes:

Name	Type	Description
value	Label
name	str
id	int

value instance-attribute

name property

id property

PicselliaConfidence(value) dataclass

Confidence score for a prediction (typically between 0 and 1).

Attributes:

Name	Type	Description
value	float

value instance-attribute

PicselliaRectangle(x, y, w, h) dataclass

Bounding box in [x, y, width, height] format.

Attributes:

Name	Type	Description
value	list[int]
x	int
y	int
width	int
height	int

value = [int(x), int(y), int(w), int(h)] instance-attribute

x property

y property

width property

height property

PicselliaText(value) dataclass

Recognized text from OCR predictions.

Attributes:

Name	Type	Description
value	str

value instance-attribute

PicselliaPolygon(points) dataclass

Polygon represented by a list of points.

Methods:

Name	Description
compute_area

Attributes:

Name	Type	Description
value	list[list[int]]
points	list[list[int]]

value = points instance-attribute

points property

compute_area()

PicselliaClassificationPrediction(asset, label, confidence) dataclass

Prediction result for classification tasks.

Attributes:

Name	Type	Description
asset	Asset
label	PicselliaLabel
confidence	PicselliaConfidence

asset instance-attribute

label instance-attribute

confidence instance-attribute

PicselliaRectanglePrediction(asset, boxes, labels, confidences) dataclass

Prediction result for object detection (rectangles).

Attributes:

Name	Type	Description
asset	Asset
boxes	list[PicselliaRectangle]
labels	list[PicselliaLabel]
confidences	list[PicselliaConfidence]

asset instance-attribute

boxes instance-attribute

labels instance-attribute

confidences instance-attribute

PicselliaOCRPrediction(asset, boxes, labels, texts, confidences) dataclass

Prediction result for OCR tasks.

Attributes:

Name	Type	Description
asset	Asset
boxes	list[PicselliaRectangle]
labels	list[PicselliaLabel]
texts	list[PicselliaText]
confidences	list[PicselliaConfidence]

asset instance-attribute

boxes instance-attribute

labels instance-attribute

texts instance-attribute

confidences instance-attribute

PicselliaPolygonPrediction(asset, polygons, labels, confidences) dataclass

Prediction result for segmentation tasks.

Attributes:

Name	Type	Description
asset	Asset
polygons	list[PicselliaPolygon]
labels	list[PicselliaLabel]
confidences	list[PicselliaConfidence]

asset instance-attribute

polygons instance-attribute

labels instance-attribute

confidences instance-attribute