concepts.vision.george_vision_pipeline.segmentation_models.InstanceSegmentationResult

class InstanceSegmentationResult

Bases: object

InstanceSegmentationResult(masks: numpy.ndarray, pred_cls: List[str], pred_boxes: List[Tuple[Tuple[int, int], Tuple[int, int]]])

Methods

Attributes

nr_objects
masks	A numpy array of shape (N, H, W) and dtype bool.
pred_cls	A list of length N.
pred_boxes	A list of length N.

__init__(masks, pred_cls, pred_boxes)

Parameters:

• masks (ndarray)

• pred_cls (List[str])

• pred_boxes (List[Tuple[Tuple[int, int], Tuple[int, int]]])

Return type:

None

__new__(**kwargs)

masks: ndarray

A numpy array of shape (N, H, W) and dtype bool.

property nr_objects: int

pred_boxes: List[Tuple[Tuple[int, int], Tuple[int, int]]]

A list of length N. Each element is a tuple of ((x1, y1), (x2, y2)).

pred_cls: List[str]

A list of length N.