Class AveragePooling2D

Average pooling operation for spatial data.

Inheritance

System.Object

Keras

Base

BaseLayer

AveragePooling2D

Implements

System.IDisposable

Inherited Members

BaseLayer.Set(BaseLayer[])

Base.Parameters

Base.None

Base.Init()

Base.ToPython()

Base.InvokeStaticMethod(Object, String, Dictionary<String, Object>)

Base.InvokeMethod(String, Dictionary<String, Object>)

Base.Item[String]

Keras.Instance

Keras.keras

Keras.keras2onnx

Keras.tfjs

Keras.Dispose()

Keras.ToTuple(Array)

Keras.ToList(Array)

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 AveragePooling2D : BaseLayer, IDisposable

Constructors

AveragePooling2D(Tuple<Int32, Int32>, Tuple<Int32, Int32>, String, String)

Initializes a new instance of the AveragePooling2D class.

Declaration

public AveragePooling2D(Tuple<int, int> pool_size = null, Tuple<int, int> strides = null, string padding = "valid", string data_format = "channels_last")

Parameters

Type	Name	Description
System.Tuple<System.Int32, System.Int32>	pool_size	integer or tuple of 2 integers, factors by which to downscale (vertical, horizontal). (2, 2) will halve the input in both spatial dimension. If only one integer is specified, the same window length will be used for both dimensions.
System.Tuple<System.Int32, System.Int32>	strides	Integer, tuple of 2 integers, or None. Strides values. If None, it will default to pool_size.
System.String	padding	One of "valid" or "same" (case-insensitive).
System.String	data_format	A string, one of channels_last (default) 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".

Implements

System.IDisposable