Class Cropping3D

Cropping layer for 3D data (e.g. spatial or spatio-temporal).

Inheritance
System.Object
Keras
Base
BaseLayer
Cropping3D
Implements
System.IDisposable
Inherited Members
System.Object.Equals(System.Object)
System.Object.Equals(System.Object, System.Object)
System.Object.GetHashCode()
System.Object.GetType()
System.Object.MemberwiseClone()
System.Object.ReferenceEquals(System.Object, System.Object)
System.Object.ToString()
Namespace: Keras.Layers
Assembly: Keras.dll
Syntax
public class Cropping3D : BaseLayer, IDisposable

Constructors

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Cropping3D(Tuple<Tuple<Int32, Int32>, Tuple<Int32, Int32>, Tuple<Int32, Int32>>, String, Shape)

Initializes a new instance of the Cropping3D class.

Declaration
public Cropping3D(Tuple<Tuple<int, int>, Tuple<int, int>, Tuple<int, int>> cropping, string data_format = "", Shape input_shape = null)
Parameters
Type Name Description
System.Tuple<System.Tuple<System.Int32, System.Int32>, System.Tuple<System.Int32, System.Int32>, System.Tuple<System.Int32, System.Int32>> cropping

int, or tuple of 3 ints, or tuple of 3 tuples of 2 ints.
System.String data_format

A string, one of "channels_last" or "channels_first". The ordering of the dimensions in the inputs. "channels_last" corresponds to inputs with shape (batch, spatial_dim1, spatial_dim2, spatial_dim3, channels) while "channels_first" corresponds to inputs with shape (batch, channels, spatial_dim1, spatial_dim2, spatial_dim3). It defaults to the image_data_format value found in your Keras config file at ~/.keras/keras.json. If you never set it, then it will be "channels_last".
Shape input_shape

5D tensor with shape: - If data_format is "channels_last": (batch, first_axis_to_crop, second_axis_to_crop, third_axis_to_crop, depth) - If data_format is "channels_first": (batch, depth, first_axis_to_crop, second_axis_to_crop, third_axis_to_crop)

Implements

System.IDisposable