def __init__(self, name: str, value_type: str, possible_values: List[str] = None, color: List[int]=None):
"""
:param name: str
:param value_type: str (one of TagValueType fields)
:param values: list of possible values (i.e. [str]) or None
:param color: [R, G, B]
"""
if value_type not in SUPPORTED_TAG_VALUE_TYPES:
raise ValueError("value_type = {!r} is unknown, should be one of {}".format(value_type, SUPPORTED_TAG_VALUE_TYPES))
self._name = name
self._value_type = value_type
self._possible_values = possible_values
self._color = random_rgb() if color is None else deepcopy(color)
if self._value_type == TagValueType.ONEOF_STRING:
if self._possible_values is None:
raise ValueError("TagValueType is ONEOF_STRING. List of possible values have to be defined.")
if not all(isinstance(item, str) for item in self._possible_values):
raise ValueError("TagValueType is ONEOF_STRING. All possible values have to be strings")
elif self._possible_values is not None:
raise ValueError("TagValueType is {!r}. possible_values variable have to be None".format(self._value_type))
_validate_color(self._color)
def __init__(self,
name: str,
geometry_type: type,
color: List[int] = None,
geometry_config: dict = None,
sly_id=None,
hotkey: str = None):
"""
Class of objects (person, car, etc) with necessary properties: name, type of geometry (Polygon, Rectangle, ...)
and RGB color. Only one class can be associated with Label.
Args:
name: string name of the class (person, car, apple, etc)
geometry_type: type of the geometry. Geometry defines the shape for all Labels of this ObjClass:
Polygon, Rectangle, Bitmap, Polyline, Point
color: [R, G, B]
geometry_config: additional settings of the geometry that is associated with ObjClass
Returns:
ObjClass instance
"""
self._name = name
self._geometry_type = geometry_type
self._color = random_rgb() if color is None else deepcopy(color)
self._geometry_config = deepcopy(take_with_default(
geometry_config, {}))
self._sly_id = sly_id
self._hotkey = take_with_default(hotkey, "")
_validate_color(self._color)
def __init__(self,
name: str,
value_type: str,
possible_values: List[str] = None,
color: List[int] = None,
sly_id=None,
hotkey: str = None,
applicable_to: str = None,
applicable_classes: List[str] = None):
"""
:param name: str
:param value_type: str (one of TagValueType fields)
:param values: list of possible values (i.e. [str]) or None
:param color: [R, G, B]
"""
if value_type not in SUPPORTED_TAG_VALUE_TYPES:
raise ValueError(
"value_type = {!r} is unknown, should be one of {}".format(
value_type, SUPPORTED_TAG_VALUE_TYPES))
self._name = name
self._value_type = value_type
self._possible_values = possible_values
self._color = random_rgb() if color is None else deepcopy(color)
self._sly_id = sly_id
self._hotkey = take_with_default(hotkey, "")
self._applicable_to = take_with_default(applicable_to,
TagApplicableTo.ALL)
self._applicable_classes = take_with_default(applicable_classes, [])
if self._applicable_to not in SUPPORTED_APPLICABLE_TO:
raise ValueError(
"applicable_to = {!r} is unknown, should be one of {}".format(
self._applicable_to, SUPPORTED_APPLICABLE_TO))
if self._value_type == TagValueType.ONEOF_STRING:
if self._possible_values is None:
raise ValueError(
"TagValueType is ONEOF_STRING. List of possible values have to be defined."
)
if not all(
isinstance(item, str) for item in self._possible_values):
raise ValueError(
"TagValueType is ONEOF_STRING. All possible values have to be strings"
)
elif self._possible_values is not None:
raise ValueError(
"TagValueType is {!r}. possible_values variable have to be None"
.format(self._value_type))
_validate_color(self._color)
def __init__(self, name: str, geometry_type: type, color: List[int]=None):
"""
Class of objects (person, car, etc) with necessary properties: name, type of geometry (Polygon, Rectangle, ...)
and RGB color. Only one class can be associated with Label.
Args:
name: string name of the class (person, car, apple, etc)
geometry_type: type of the geometry. Geometry defines the shape for all Labels of this ObjClass:
Polygon, Rectangle, Bitmap, Polyline, Point
color: [R, G, B]
Returns:
ObjClass instance
"""
self._name = name
self._geometry_type = geometry_type
self._color = random_rgb() if color is None else deepcopy(color)
_validate_color(self._color)