TensorSpace.js
Getting Start
Basic Concepts
Model Preprocessing
Models
Layers
Merge Function
RGBInput
Create an Input layer. RGBInput is used for the rgb image format input.
Constructor
TSP.layers.RGBInput( { shape : [ Int, Int, 3 ] } );
Fig. 1 - RGBInput layer collapse and expand
Arguments

Name

Tag

Type

Instruction

Usage Notes and Examples

shape

⭐📦️

Int[] shape of output dataFormat is channel last. For example, shape = [ 224, 224, 3 ] represents 3 feature maps and each one is 224 by 224.

name

🔧

String Name of this layer. Highly recommend to arrange to make code more readable. name: "layerName"

color

⚙️🎨️

color format Color of layer RGBInput default is #EEEEEE

closeButton

⚙️🎨️

Dict Close button appearance control dict, more about close button

display : Boolean. true[default] Show button, false Hide button

ratio : Int. Times to normal size, default is 1

For example, 2 means twice the normal size

initStatus

⚙️️🎦

String Layer status at beginning. Open or Close close[default] : Closed at beginning

animeTime

⚙️🎦️

Int The speed of open and close animation For example, 2000 means 2 seconds. Note: Configure animeTime in a specific layer will override model's animeTime configuration.
Properties
.outputShape : Int[]
filter_center_focusThe shape of output tensor is 3-dimensional. 3️⃣
filter_center_focusThe shape of output tensor is 3-dimensional. For example outputShape = [ 224, 224, 3 ] represents 3 feature maps and each one is 224 by 224.
filter_center_focusAfter model.init() data is available, otherwise is undefined.
.neuralValue : Float[]
filter_center_focusThe intermediate raw data after this layer.
filter_center_focusAfter load and model.predict() data is available, otherwise is undefined.
.name : String
filter_center_focusThe custom name for this layer.
filter_center_focusOnce created, you can get it.
.layerType : String
filter_center_focusType of this layer, return a constant: string RGBInput.
filter_center_focusOnce created, you can get it.
Method
.openLayer() : void
filter_center_focusClick on the layer directly to open it by interacting directly with the object in the 3D scene.
Fig. 2 - Click to open RGBInput layer
filter_center_focusIn code, calling the method to open it.
let inputLayer = new TSP.layers.RGBInput( {

    // configure some parameters for RGBInput.

} );

model.add( inputLayer );

// ... add more layers for model.

model.init();

// Call openLayer API to open layer.

inputLayer.openLayer();
filter_center_focusTo close by interacting directly with objects in a 3D scene by clicking the close button.
Fig. 3 - Click to close RGBInput layer
filter_center_focus In code, calling the method to close it.
let inputLayer = new TSP.layers.RGBInput( {

    // configure some parameters for RGBInput.

} );

model.add( inputLayer );

// ... add more layers for model.

model.init();

// If this layer already opened, call closeLayer API to close layer.

inputLayer.closeLayer();
Example
filter_center_focus Declare an instance of RGBInput to facilitate reuse
let inputLayer = new TSP.layers.RGBInput( {

    shape: [ 224, 224, 3 ],
    name: "RGBInput1",
    initStatus: "open"

} );
model.add( inputLayer );
filter_center_focusAdd RGBInput directly
model.add( new TSP.layers.RGBInput( {

    shape: [ 224, 224, 3 ],
    name: "RGBInput2"

} ) );
Tag Lookup
Tag Icon Meaning Instruction
⭐️ Required Must be provided, cannot be empty. Meanwhile constructor works properly if this arguments provided. Control arguments use default value.
🔧 Suggest Recommended for giving. The API can work without them.
⚙️ Optional As an auxiliary adjustment parameter when used, selectively added according to the specific situation The parameters here have no effect on the structure of the layer (3D visualized form).
📦 Model Configure the properties of the Layer. It changes the output shape.
🎨 Style Override the properties in TSP.model (model configuration)
🎦 Animation Override the properties in TSP.model (model configuration)
Source Code
tensorspace/src/layer/input/RGBInput.js