VectorGeometry¶

class VectorGeometry[source]¶

Bases: supervisely.geometry.geometry.Geometry

VectorGeometry is a base class of geometry for a single Label. VectorGeometry class object is immutable.

Parameters

exterior : List[PointLocation], List[List[int, int]], List[Tuple[int, int]

Exterior coordinates, object contour is defined with these points (used for Polygon).

interior : List[List[PointLocation]], List[List[List[int, int]]], List[List[Tuple[int, int]]]

Interior coordinates, object holes is defined with these points (used for Polygon).

sly_id : int, optional

VectorGeometry ID in Supervisely server.

class_id : int, optional

ID of ObjClass to which VectorGeometry belongs.

labeler_login : str, optional

Login of the user who created VectorGeometry.

updated_at : str, optional

Date and Time when VectorGeometry was modified last. Date Format: Year:Month:Day:Hour:Minute:Seconds. Example: ‘2021-01-22T19:37:50.158Z’.

created_at : str, optional

Date and Time when VectorGeometry was created. Date Format is the same as in “updated_at” parameter.

Raises

TypeError, if exterior or interior parameters are not a list of PointLocation objects

Usage example

import supervisely as sly

exterior = [sly.PointLocation(730, 2104), sly.PointLocation(2479, 402), sly.PointLocation(3746, 1646)]
# or exterior = [[730, 2104], [2479, 402], [3746, 1646]]
# or exterior = [(730, 2104), (2479, 402), (3746, 1646)]
interior = [[sly.PointLocation(1907, 1255), sly.PointLocation(2468, 875), sly.PointLocation(2679, 1577)]]
# or interior = [[[730, 2104], [2479, 402], [3746, 1646]]]
# or interior = [[(730, 2104), (2479, 402), (3746, 1646)]]

figure = sly.Polygon(exterior, interior)

Methods

allowed_transforms
approx_dp
clone	Clone from GEOMETRYYY
config_from_json
config_to_json
convert
crop	param rect Rectangle
draw	param bitmap np.ndarray
draw_contour	Draws the figure contour on a given bitmap canvas :param bitmap: np.ndarray :param color: [R, G, B] :param thickness: (int) :param config: drawing config specific to a concrete subclass, e.g.
fliplr	Flips current VectorGeometry in horizontal.
flipud	Flips current VectorGeometry in vertical.
from_json	Deserialize from a JSON-compatible dict :param data: JSON-compatible dict :return: Parsed object
geometry_name	return string with name of geometry
get_mask	Returns 2D boolean mask of the geometry.
name	Same as geometry_name(), but shorter.
relative_crop	Crops object like "crop" method, but return results with coordinates relative to rect :param rect: :return: list of Geometry
resize	Resizes current VectorGeometry.
rotate	Rotates current VectorGeometry.
scale	Scales current VectorGeometry.
to_bbox	Creates Rectangle object from current VectorGeometry.
to_json	Convert the VectorGeometry to a json dict.
translate	Translates current VectorGeometry.
validate

Attributes

area	return float
exterior	VectorGeometry exterior points.
exterior_np	Converts exterior attribute of VectorGeometry to numpy array.
interior	VectorGeometry interior points.
interior_np	Converts interior attribute of VectorGeometry to numpy array.

approx_dp(epsilon)[source]¶

clone()¶

Clone from GEOMETRYYY

crop(rect)¶

Parameters

rect

Rectangle

Returns

list of Geometry

draw(bitmap, color, thickness=1, config=None)¶

Parameters

bitmap

np.ndarray

color

[R, G, B]

thickness

used only in Polyline and Point

config

drawing config specific to a concrete subclass, e.g. per edge colors

draw_contour(bitmap, color, thickness=1, config=None)¶

Draws the figure contour on a given bitmap canvas :param bitmap: np.ndarray :param color: [R, G, B] :param thickness: (int) :param config: drawing config specific to a concrete subclass, e.g. per edge colors

fliplr(img_size)[source]¶

Flips current VectorGeometry in horizontal.

Parameters

img_size : Tuple[int, int]

Input image size (height, width) to which belongs VectorGeometry.

Returns

VectorGeometry object

Return type

VectorGeometry

Usage Example

# Remember that VectorGeometry class object is immutable, and we need to assign new instance of VectorGeometry to a new variable
height, width = 300, 400
fliplr_figure = figure.fliplr((height, width))

flipud(img_size)[source]¶

Flips current VectorGeometry in vertical.

Parameters

img_size : Tuple[int, int]

Input image size (height, width) to which belongs VectorGeometry.

Returns

VectorGeometry object

Return type

VectorGeometry

Usage Example

# Remember that VectorGeometry class object is immutable, and we need to assign new instance of VectorGeometry to a new variable
height, width = 300, 400
flipud_figure = figure.flipud((height, width))

classmethod from_json(data)¶

Deserialize from a JSON-compatible dict :param data: JSON-compatible dict :return: Parsed object

static geometry_name()¶

Returns

string with name of geometry

get_mask(img_size)¶

Returns 2D boolean mask of the geometry. With shape as img_size (height, width) and filled with True values inside the geometry and False values outside. dtype = np.bool shape = img_size

Parameters

img_size : Tuple[int, int]

size of the image (height, width)

Returns

2D boolean mask of the geometry

Return type

np.ndarray

classmethod name()¶

Same as geometry_name(), but shorter. In order to make the code more concise.

Returns

string with name of geometry

relative_crop(rect)¶

Crops object like “crop” method, but return results with coordinates relative to rect :param rect: :return: list of Geometry

resize(in_size, out_size)[source]¶

Resizes current VectorGeometry.

Parameters

in_size : Tuple[int, int]

Input image size (height, width) to which belongs VectorGeometry.

out_size : Tuple[int, int]

Desired output image size (height, width) to which belongs VectorGeometry.

Returns

VectorGeometry object

Return type

VectorGeometry

Usage Example

# Remember that VectorGeometry class object is immutable, and we need to assign new instance of VectorGeometry to a new variable
in_height, in_width = 300, 400
out_height, out_width = 600, 800
resize_figure = figure.resize((in_height, in_width), (out_height, out_width))

rotate(rotator)[source]¶

Rotates current VectorGeometry.

Parameters

rotator : ImageRotator

ImageRotator object for rotate.

Returns

VectorGeometry object

Return type

VectorGeometry

Usage Example

from supervisely.geometry.image_rotator import ImageRotator

# Remember that VectorGeometry class object is immutable, and we need to assign new instance of VectorGeometry to a new variable
height, width = 300, 400
rotator = ImageRotator((height, width), 25)
rotate_figure = figure.rotate(rotator)

scale(factor)[source]¶

Scales current VectorGeometry.

Parameters

factor : float

Scale parameter.

Returns

VectorGeometry object

Return type

VectorGeometry

Usage Example

# Remember that VectorGeometry class object is immutable, and we need to assign new instance of VectorGeometry to a new variable
scale_figure = figure.scale(0.75)

to_bbox()[source]¶

Creates Rectangle object from current VectorGeometry.

Returns

Rectangle object

Return type

Rectangle

Usage Example

rectangle = figure.to_bbox()

to_json()[source]¶

Convert the VectorGeometry to a json dict. Read more about Supervisely format.

Returns

Json format as a dict

Return type

dict

Usage example

figure_json = figure.to_json()
print(figure_json)
# Output: {
#    "points": {
#        "exterior": [
#            [2104, 730],
#            [402, 2479],
#            [1646, 3746]
#        ],
#        "interior": [
#            [
#                [1255, 1907],
#                [875, 2468],
#                [1577, 2679]
#            ]
#        ]
#    }
# }

translate(drow, dcol)[source]¶

Translates current VectorGeometry.

Parameters

drow : int

Horizontal shift.

dcol : int

Vertical shift.

Returns

VectorGeometry object

Return type

VectorGeometry

Usage Example

# Remember that VectorGeometry class object is immutable, and we need to assign new instance of VectorGeometry to a new variable
translate_figure = figure.translate(150, 250)

property area¶

Returns

float

property exterior¶

VectorGeometry exterior points.

Returns

VectorGeometry exterior points

Return type

List[PointLocation]

Usage example

exterior = figure.exterior

property exterior_np¶

Converts exterior attribute of VectorGeometry to numpy array.

Returns

Numpy array

Return type

np.ndarray

Usage example

print(figure.exterior_np)
# Output:
# [[ 730 2104]
#  [2479  402]
#  [3746 1646]]

property interior¶

VectorGeometry interior points.

Returns

VectorGeometry interior points

Return type

List[List[PointLocation]]

Usage example

interior = figure.interior

property interior_np¶

Converts interior attribute of VectorGeometry to numpy array.

Returns

Numpy array

Return type

List[np.ndarray]

Usage example

print(figure.interior_np)
# Output:
# [array([[1907, 1255],
#        [2468,  875],
#        [2679, 1577]])]