Class TinyYolov2

Hierarchy

TinyYolov2Base
Hierarchy
- TinyYolov2

Constructors

constructor

new TinyYolov2(withSeparableConvs?: boolean): TinyYolov2
Parameters
- withSeparableConvs: boolean = true
Returns TinyYolov2
Overrides TinyYolov2Base.constructor
- Defined in tinyYolov2/TinyYolov2.ts:19

Properties

_name

_name: any

`Static` DEFAULT_FILTER_SIZES

DEFAULT_FILTER_SIZES: number[] = ...

Accessors

anchors

get anchors(): Point[]
Returns Point[]
- Defined in tinyYolov2/TinyYolov2.ts:42

boxEncodingSize

get boxEncodingSize(): number
Returns number
Inherited from TinyYolov2Base.boxEncodingSize
- Defined in tinyYolov2/TinyYolov2Base.ts:43

config

get config(): TinyYolov2Config
Returns TinyYolov2Config
Inherited from TinyYolov2Base.config
- Defined in tinyYolov2/TinyYolov2Base.ts:35

isLoaded

get isLoaded(): boolean
Returns boolean
Inherited from TinyYolov2Base.isLoaded
- Defined in NeuralNetwork.ts:23

paramMappings

get paramMappings(): ParamMapping[]
Returns ParamMapping[]
Inherited from TinyYolov2Base.paramMappings
- Defined in NeuralNetwork.ts:21

params

get params(): undefined | TNetParams
Returns undefined | TNetParams
Inherited from TinyYolov2Base.params
- Defined in NeuralNetwork.ts:19

withClassScores

get withClassScores(): boolean
Returns boolean
Inherited from TinyYolov2Base.withClassScores
- Defined in tinyYolov2/TinyYolov2Base.ts:39

withSeparableConvs

get withSeparableConvs(): boolean
Returns boolean
- Defined in tinyYolov2/TinyYolov2.ts:38

Methods

detect

detect(input: any, forwardParams?: ITinyYolov2Options): Promise<ObjectDetection[]>
Parameters
- input: any
- forwardParams: ITinyYolov2Options = {}
Returns Promise<ObjectDetection[]>
Inherited from TinyYolov2Base.detect
- Defined in tinyYolov2/TinyYolov2Base.ts:108

dispose

dispose(throwOnRedispose?: boolean): void
Parameters
- throwOnRedispose: boolean = true
Returns void
Inherited from TinyYolov2Base.dispose
- Defined in NeuralNetwork.ts:65

extractWeights

extractWeights(weights: Float32Array): void
Parameters
- weights: Float32Array
Returns void
Inherited from TinyYolov2Base.extractWeights
- Defined in NeuralNetwork.ts:118

forward

forward(input: any, inputSize: number): Promise<Tensor4D>
Parameters
- input: any
- inputSize: number
Returns Promise<Tensor4D>
Inherited from TinyYolov2Base.forward
- Defined in tinyYolov2/TinyYolov2Base.ts:104

forwardInput

forwardInput(input: NetInput, inputSize: number): Tensor4D
Parameters
- input: NetInput
- inputSize: number
Returns Tensor4D
Inherited from TinyYolov2Base.forwardInput
- Defined in tinyYolov2/TinyYolov2Base.ts:85

freeze

freeze(): void
Returns void
Inherited from TinyYolov2Base.freeze
- Defined in NeuralNetwork.ts:57

getFrozenParams

getFrozenParams(): { path: string; tensor: Tensor }[]
Returns { path: string; tensor: Tensor }[]
Inherited from TinyYolov2Base.getFrozenParams
- Defined in NeuralNetwork.ts:47

getParamFromPath

getParamFromPath(paramPath: string): Tensor
Parameters
- paramPath: string
Returns Tensor
Inherited from TinyYolov2Base.getParamFromPath
- Defined in NeuralNetwork.ts:25

getParamList

getParamList(): { path: string; tensor: Tensor }[]
Returns { path: string; tensor: Tensor }[]
Inherited from TinyYolov2Base.getParamList
- Defined in NeuralNetwork.ts:36

getTrainableParams

getTrainableParams(): { path: string; tensor: Tensor }[]
Returns { path: string; tensor: Tensor }[]
Inherited from TinyYolov2Base.getTrainableParams
- Defined in NeuralNetwork.ts:43

load

load(weightsOrUrl: undefined | string | Float32Array): Promise<void>
Parameters
- weightsOrUrl: undefined | string | Float32Array
Returns Promise<void>
Inherited from TinyYolov2Base.load
- Defined in NeuralNetwork.ts:83

loadFromDisk

loadFromDisk(filePath: undefined | string): Promise<void>
Parameters
- filePath: undefined | string
Returns Promise<void>
Inherited from TinyYolov2Base.loadFromDisk
- Defined in NeuralNetwork.ts:99

loadFromUri

loadFromUri(uri: undefined | string): Promise<void>
Parameters
- uri: undefined | string
Returns Promise<void>
Inherited from TinyYolov2Base.loadFromUri
- Defined in NeuralNetwork.ts:91

loadFromWeightMap

loadFromWeightMap(weightMap: NamedTensorMap): void
Parameters
- weightMap: NamedTensorMap
Returns void
Inherited from TinyYolov2Base.loadFromWeightMap
- Defined in NeuralNetwork.ts:112

locateFaces

locateFaces(input: any, forwardParams: ITinyYolov2Options): Promise<FaceDetection[]>
Parameters
- input: any
- forwardParams: ITinyYolov2Options
Returns Promise<FaceDetection[]>
- Defined in tinyYolov2/TinyYolov2.ts:46

reassignParamFromPath

reassignParamFromPath(paramPath: string, tensor: Tensor): void
Parameters
- paramPath: string
- tensor: Tensor
Returns void
Inherited from TinyYolov2Base.reassignParamFromPath
- Defined in NeuralNetwork.ts:30

runMobilenet

runMobilenet(x: Tensor4D, params: MobilenetParams): Tensor4D
Parameters
- x: Tensor4D
- params: MobilenetParams
Returns Tensor4D
Inherited from TinyYolov2Base.runMobilenet
- Defined in tinyYolov2/TinyYolov2Base.ts:65

runTinyYolov2

runTinyYolov2(x: Tensor4D, params: DefaultTinyYolov2NetParams): Tensor4D
Parameters
- x: Tensor4D
- params: DefaultTinyYolov2NetParams
Returns Tensor4D
Inherited from TinyYolov2Base.runTinyYolov2
- Defined in tinyYolov2/TinyYolov2Base.ts:47

serializeParams

serializeParams(): Float32Array
Returns Float32Array
Inherited from TinyYolov2Base.serializeParams
- Defined in NeuralNetwork.ts:75

variable

variable(): void
Returns void
Inherited from TinyYolov2Base.variable
- Defined in NeuralNetwork.ts:51