SwinTransformer class

The full Swin Transformer model for computer vision tasks.

Inheritance

• Object
• Module
• SwinTransformer

Constructors

SwinTransformer({required int imageSize, required int patchSize, required int inChannels, required List<int> embedDims, required List<int> depths, required List<int> numHeads, required int windowSize, required int numClasses})

Properties

finalNorm → LayerNorm

final

hashCode → int

The hash code for this object.

no setter, inherited

patchEmbedding → PatchEmbedding

final

patchSize → int

final

runtimeType → Type

A representation of the runtime type of the object.

no setter, inherited

stages → List<SwinStage>

final

Methods

forward(List<ValueVector> imageFlatPatches, int H_img, int W_img) → List<ValueVector>

Forward pass for the Swin Transformer.

noSuchMethod(Invocation invocation) → dynamic

Invoked when a nonexistent method or property is accessed.

inherited

parameters() → List<Value>

override

toString() → String

A string representation of this object.

inherited

zeroGrad() → void

inherited

Operators

operator ==(Object other) → bool

The equality operator.

inherited