openvino.preprocess.InputTensorInfo¶
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class
openvino.preprocess.
InputTensorInfo
¶ Bases:
pybind11_builtins.pybind11_object
openvino.runtime.preprocess.InputTensorInfo wraps ov::preprocess::InputTensorInfo
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__init__
(*args, **kwargs)¶ Initialize self. See help(type(self)) for accurate signature.
Methods
__delattr__
(name, /)Implement delattr(self, name).
__dir__
()Default dir() implementation.
__eq__
(value, /)Return self==value.
__format__
(format_spec, /)Default object formatter.
__ge__
(value, /)Return self>=value.
__getattribute__
(name, /)Return getattr(self, name).
__gt__
(value, /)Return self>value.
__hash__
()Return hash(self).
__init__
(*args, **kwargs)Initialize self.
This method is called when a class is subclassed.
__le__
(value, /)Return self<=value.
__lt__
(value, /)Return self<value.
__ne__
(value, /)Return self!=value.
__new__
(**kwargs)Create and return a new object.
Helper for pickle.
__reduce_ex__
(protocol, /)Helper for pickle.
__repr__
()Return repr(self).
__setattr__
(name, value, /)Implement setattr(self, name, value).
Size of object in memory, in bytes.
__str__
()Return str(self).
Abstract classes can override this to customize issubclass().
set_color_format
(self, format, sub_names)set_element_type
(self, type)Set initial client’s tensor element type.
set_from
(*args, **kwargs)Overloaded function.
set_layout
(self, layout)set_memory_type
(self, memory_type)set_shape
(*args, **kwargs)Overloaded function.
set_spatial_static_shape
(self, height, width)-
__class__
¶ alias of
pybind11_builtins.pybind11_type
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__delattr__
(name, /)¶ Implement delattr(self, name).
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__dir__
()¶ Default dir() implementation.
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__eq__
(value, /)¶ Return self==value.
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__format__
(format_spec, /)¶ Default object formatter.
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__ge__
(value, /)¶ Return self>=value.
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__getattribute__
(name, /)¶ Return getattr(self, name).
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__gt__
(value, /)¶ Return self>value.
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__hash__
()¶ Return hash(self).
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__init__
(*args, **kwargs)¶ Initialize self. See help(type(self)) for accurate signature.
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__init_subclass__
()¶ This method is called when a class is subclassed.
The default implementation does nothing. It may be overridden to extend subclasses.
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__le__
(value, /)¶ Return self<=value.
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__lt__
(value, /)¶ Return self<value.
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__ne__
(value, /)¶ Return self!=value.
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__new__
(**kwargs)¶ Create and return a new object. See help(type) for accurate signature.
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__reduce__
()¶ Helper for pickle.
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__reduce_ex__
(protocol, /)¶ Helper for pickle.
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__repr__
()¶ Return repr(self).
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__setattr__
(name, value, /)¶ Implement setattr(self, name, value).
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__sizeof__
()¶ Size of object in memory, in bytes.
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__str__
()¶ Return str(self).
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__subclasshook__
()¶ Abstract classes can override this to customize issubclass().
This is invoked early on by abc.ABCMeta.__subclasscheck__(). It should return True, False or NotImplemented. If it returns NotImplemented, the normal algorithm is used. Otherwise, it overrides the normal algorithm (and the outcome is cached).
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set_color_format
(self: openvino.pyopenvino.preprocess.InputTensorInfo, format: ov::preprocess::ColorFormat, sub_names: List[str] = []) → openvino.pyopenvino.preprocess.InputTensorInfo¶
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set_element_type
(self: openvino.pyopenvino.preprocess.InputTensorInfo, type: openvino.pyopenvino.Type) → openvino.pyopenvino.preprocess.InputTensorInfo¶ Set initial client’s tensor element type. If type is not the same as model’s element type, conversion of element type will be done automatically.
- Parameters
type (openvino.runtime.Type) – Client’s input tensor element type.
- Returns
Reference to itself, allows chaining of calls in client’s code in a builder-like manner.
- Return type
openvino.runtime.preprocess.InputTensorInfo
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set_from
(*args, **kwargs)¶ Overloaded function.
set_from(self: openvino.pyopenvino.preprocess.InputTensorInfo, runtime_tensor: ov::Tensor) -> openvino.pyopenvino.preprocess.InputTensorInfo
Helper function to reuse element type and shape from user’s created tensor. Overwrites previously set shape and element type via set_shape and `set_element_type’ methods. This method should be used only in case if runtime tensor is already known and avaiable before.
- param runtime_tensor
User’s created tensor
- type type
openvino.runtime.Tensor
- return
Reference to itself, allows chaining of calls in client’s code in a builder-like manner.
- rtype
openvino.runtime.preprocess.InputTensorInfo
set_from(self: openvino.pyopenvino.preprocess.InputTensorInfo, runtime_tensor: numpy.ndarray) -> openvino.pyopenvino.preprocess.InputTensorInfo
Helper function to reuse element type and shape from user’s created tensor. Overwrites previously set shape and element type via set_shape and `set_element_type’ methods. This method should be used only in case if runtime tensor is already known and avaiable before.
- param runtime_tensor
User’s created numpy array
- type type
numpy.ndarray
- return
Reference to itself, allows chaining of calls in client’s code in a builder-like manner.
- rtype
openvino.runtime.preprocess.InputTensorInfo
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set_layout
(self: openvino.pyopenvino.preprocess.InputTensorInfo, layout: openvino.pyopenvino.Layout) → openvino.pyopenvino.preprocess.InputTensorInfo¶
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set_memory_type
(self: openvino.pyopenvino.preprocess.InputTensorInfo, memory_type: str) → openvino.pyopenvino.preprocess.InputTensorInfo¶
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set_shape
(*args, **kwargs)¶ Overloaded function.
set_shape(self: openvino.pyopenvino.preprocess.InputTensorInfo, shape: openvino.pyopenvino.PartialShape) -> openvino.pyopenvino.preprocess.InputTensorInfo
set_shape(self: openvino.pyopenvino.preprocess.InputTensorInfo, shape: List[int]) -> openvino.pyopenvino.preprocess.InputTensorInfo
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set_spatial_dynamic_shape
(self: openvino.pyopenvino.preprocess.InputTensorInfo) → openvino.pyopenvino.preprocess.InputTensorInfo¶
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set_spatial_static_shape
(self: openvino.pyopenvino.preprocess.InputTensorInfo, height: int, width: int) → openvino.pyopenvino.preprocess.InputTensorInfo¶
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