Class NeuralNetwork<TNetParams>

Type parameters

TNetParams

Hierarchy

NeuralNetwork
- TinyYolov2

Index

Constructors

constructor

Properties

Accessors

Methods

Constructors

constructor

new NeuralNetwork(_name: string): NeuralNetwork

- Defined in tfjs-image-recognition-base/src/NeuralNetwork.ts:11
Parameters
- _name: string
Returns NeuralNetwork

Properties

Protected _name

_name: string

Protected _paramMappings

_paramMappings: ParamMapping[] = []

Protected _params

_params: TNetParams | undefined = undefined

Accessors

isLoaded

get isLoaded(): boolean

- Defined in tfjs-image-recognition-base/src/NeuralNetwork.ts:17
Returns boolean

paramMappings

get paramMappings(): ParamMapping[]

- Defined in tfjs-image-recognition-base/src/NeuralNetwork.ts:16
Returns ParamMapping[]

params

get params(): TNetParams | undefined

- Defined in tfjs-image-recognition-base/src/NeuralNetwork.ts:15
Returns TNetParams | undefined

Methods

dispose

dispose(throwOnRedispose?: boolean): void

- Defined in tfjs-image-recognition-base/src/NeuralNetwork.ts:59
Parameters
- Default value throwOnRedispose: boolean = true
Returns void

Protected Abstract extractParams

extractParams(weights: Float32Array): object

- Defined in tfjs-image-recognition-base/src/NeuralNetwork.ts:158
Parameters
- weights: Float32Array
Returns object

Protected Abstract extractParamsFromWeigthMap

extractParamsFromWeigthMap(weightMap: tf.NamedTensorMap): object

- Defined in tfjs-image-recognition-base/src/NeuralNetwork.ts:157
Parameters
- weightMap: tf.NamedTensorMap
Returns object

extractWeights

extractWeights(weights: Float32Array): void

- Defined in tfjs-image-recognition-base/src/NeuralNetwork.ts:125
Parameters
- weights: Float32Array
Returns void

freeze

freeze(): void

- Defined in tfjs-image-recognition-base/src/NeuralNetwork.ts:51
Returns void

Protected Abstract getDefaultModelName

getDefaultModelName(): string

- Defined in tfjs-image-recognition-base/src/NeuralNetwork.ts:156
Returns string

getFrozenParams

getFrozenParams(): object[]

- Defined in tfjs-image-recognition-base/src/NeuralNetwork.ts:41
Returns object[]

getParamFromPath

getParamFromPath(paramPath: string): tf.Tensor

- Defined in tfjs-image-recognition-base/src/NeuralNetwork.ts:19
Parameters
- paramPath: string
Returns tf.Tensor

getParamList

getParamList(): object[]

- Defined in tfjs-image-recognition-base/src/NeuralNetwork.ts:30
Returns object[]

getTrainableParams

getTrainableParams(): object[]

- Defined in tfjs-image-recognition-base/src/NeuralNetwork.ts:37
Returns object[]

load

load(weightsOrUrl: Float32Array | string | undefined): Promise<void>

- Defined in tfjs-image-recognition-base/src/NeuralNetwork.ts:77
Parameters
- weightsOrUrl: Float32Array | string | undefined
Returns Promise<void>

loadFromDisk

loadFromDisk(filePath: string | undefined): Promise<void>

- Defined in tfjs-image-recognition-base/src/NeuralNetwork.ts:95
Parameters
- filePath: string | undefined
Returns Promise<void>

loadFromUri

loadFromUri(uri: string | undefined): Promise<void>

- Defined in tfjs-image-recognition-base/src/NeuralNetwork.ts:86
Parameters
- uri: string | undefined
Returns Promise<void>

loadFromWeightMap

loadFromWeightMap(weightMap: tf.NamedTensorMap): void

- Defined in tfjs-image-recognition-base/src/NeuralNetwork.ts:115
Parameters
- weightMap: tf.NamedTensorMap
Returns void

reassignParamFromPath

reassignParamFromPath(paramPath: string, tensor: tf.Tensor): void

- Defined in tfjs-image-recognition-base/src/NeuralNetwork.ts:24
Parameters
- paramPath: string
- tensor: tf.Tensor
Returns void

serializeParams

serializeParams(): Float32Array

- Defined in tfjs-image-recognition-base/src/NeuralNetwork.ts:69
Returns Float32Array

variable

variable(): void

- Defined in tfjs-image-recognition-base/src/NeuralNetwork.ts:45
Returns void

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