Class ZeroPadding2D

Zero-padding layer for 2D input (e.g. picture). This layer can add rows and columns of zeros at the top, bottom, left and right side of an image tensor.

Inheritance
System.Object
Keras
Base
BaseLayer
ZeroPadding2D
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 ZeroPadding2D : BaseLayer, IDisposable

Constructors

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ZeroPadding2D(Tuple<Int32, Int32>, String, Shape)

Initializes a new instance of the ZeroPadding2D class.

Declaration
public ZeroPadding2D(Tuple<int, int> padding = null, string data_format = "", Shape input_shape = null)
Parameters
Type Name Description
System.Tuple<System.Int32, System.Int32> padding

int, or tuple of 2 ints, or tuple of 2 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, height, width, channels) while "channels_first" corresponds to inputs with shape (batch, channels, height, width). 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

4D tensor with shape: - If data_format is "channels_last": (batch, rows, cols, channels) - If data_format is "channels_first": (batch, channels, rows, cols)

Implements

System.IDisposable