ViTBackbone class

Inheritance

• Object
• Module
• ViTBackbone

Constructors

ViTBackbone({required int imageSize, required int patchSize, int numChannels = 3, required int embedSize, int numLayers = 4, int numHeads = 4})

Properties

clsToken ↔ Tensor

getter/setter pair

embedSize → int

final

hashCode → int

The hash code for this object.

no setter, inherited

imageSize → int

final

numChannels → int

final

patchProjection ↔ Layer

getter/setter pair

patchSize → int

final

posEmbeddings ↔ Tensor

getter/setter pair

runtimeType → Type

A representation of the runtime type of the object.

no setter, inherited

transformerEncoder → TransformerEncoder

final

Methods

forward(Tensor patchifiedImage, List<Tensor> tracker) → Tensor

Takes a Tensor of shape numPatches, patch_pixels For a 224x224 image with 16x16 patches, input is 196, 768

noSuchMethod(Invocation invocation) → dynamic

Invoked when a nonexistent method or property is accessed.

inherited

parameters() → List<Tensor>

override

step(double lr) → void

inherited

toString() → String

A string representation of this object.

inherited

zeroGrad() → void

inherited

Operators

operator ==(Object other) → bool

The equality operator.

inherited