Class NetInput

Hierarchy

NetInput

Index

Constructors

constructor

Accessors

Methods

Constructors

constructor

new NetInput(inputs: Array<TResolvedNetInput>, treatAsBatchInput?: boolean): NetInput

- Defined in tfjs-image-recognition-base/src/dom/NetInput.ts:18
Parameters
- inputs: Array<TResolvedNetInput>
- Default value treatAsBatchInput: boolean = false
Returns NetInput

Accessors

batchSize

get batchSize(): number

- Defined in tfjs-image-recognition-base/src/dom/NetInput.ts:68
Returns number

canvases

get canvases(): HTMLCanvasElement[]

- Defined in tfjs-image-recognition-base/src/dom/NetInput.ts:60
Returns HTMLCanvasElement[]

imageTensors

get imageTensors(): Array<tf.Tensor3D | tf.Tensor4D>

- Defined in tfjs-image-recognition-base/src/dom/NetInput.ts:56
Returns Array<tf.Tensor3D | tf.Tensor4D>

inputDimensions

get inputDimensions(): number[][]

- Defined in tfjs-image-recognition-base/src/dom/NetInput.ts:72
Returns number[][]

inputSize

get inputSize(): number | undefined

- Defined in tfjs-image-recognition-base/src/dom/NetInput.ts:76
Returns number | undefined

isBatchInput

get isBatchInput(): boolean

- Defined in tfjs-image-recognition-base/src/dom/NetInput.ts:64
Returns boolean

reshapedInputDimensions

get reshapedInputDimensions(): Dimensions[]

- Defined in tfjs-image-recognition-base/src/dom/NetInput.ts:80
Returns Dimensions[]

Methods

getInput

getInput(batchIdx: number): tf.Tensor3D | tf.Tensor4D | HTMLCanvasElement

- Defined in tfjs-image-recognition-base/src/dom/NetInput.ts:86
Parameters
- batchIdx: number
Returns tf.Tensor3D | tf.Tensor4D | HTMLCanvasElement

getInputDimensions

getInputDimensions(batchIdx: number): number[]

- Defined in tfjs-image-recognition-base/src/dom/NetInput.ts:90
Parameters
- batchIdx: number
Returns number[]

getInputHeight

getInputHeight(batchIdx: number): number

- Defined in tfjs-image-recognition-base/src/dom/NetInput.ts:94
Parameters
- batchIdx: number
Returns number

getInputWidth

getInputWidth(batchIdx: number): number

- Defined in tfjs-image-recognition-base/src/dom/NetInput.ts:98
Parameters
- batchIdx: number
Returns number

getReshapedInputDimensions

getReshapedInputDimensions(batchIdx: number): Dimensions

- Defined in tfjs-image-recognition-base/src/dom/NetInput.ts:102
Parameters
- batchIdx: number
Returns Dimensions

toBatchTensor

toBatchTensor(inputSize: number, isCenterInputs?: boolean): tf.Tensor4D

- Defined in tfjs-image-recognition-base/src/dom/NetInput.ts:121
Create a batch tensor from all input canvases and tensors with size [batchSize, inputSize, inputSize, 3].

Parameters
- inputSize: number
  
  Height and width of the tensor.
- Default value isCenterInputs: boolean = true
Returns tf.Tensor4D

The batch tensor.

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