Interface: ClassificationType<L>

Defined in: types/classification.ts:53

Return type for the useClassification hook. Manages the state and operations for Computer Vision image classification.

Type Parameters

L

L extends LabelEnum

The LabelEnum representing the model's class labels.

Properties

downloadProgress

downloadProgress: number

Defined in: types/classification.ts:72

Represents the download progress of the model binary as a value between 0 and 1.

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error

error: RnExecutorchError | null

Defined in: types/classification.ts:57

Contains the error object if the model failed to load, download, or encountered a runtime error during classification.

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forward()

forward: (input) => Promise<Record<keyof L, number>>

Defined in: types/classification.ts:86

Executes the model's forward pass to classify the provided image.

Supports two input types:

1. String path/URI: File path, URL, or Base64-encoded string
2. PixelData: Raw pixel data from image libraries (e.g., NitroImage)

Note: For VisionCamera frame processing, use runOnFrame instead.

Parameters

input

Image source (string or PixelData object)

string | PixelData

Returns

Promise<Record<keyof L, number>>

A Promise that resolves to the classification result mapping label keys to confidence scores.

Throws

If the model is not loaded or is currently processing another image.

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isGenerating

isGenerating: boolean

Defined in: types/classification.ts:67

Indicates whether the model is currently processing an image.

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isReady

isReady: boolean

Defined in: types/classification.ts:62

Indicates whether the classification model is loaded and ready to process images.

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runOnFrame

runOnFrame: (frame) => Record<keyof L, number> | null

Defined in: types/classification.ts:99

Synchronous worklet function for real-time VisionCamera frame processing. Automatically handles native buffer extraction and cleanup.

Use this for VisionCamera frame processing in worklets. For async processing, use forward() instead.

Available after model is loaded (isReady: true).

Param

VisionCamera Frame object

Returns

Object mapping class labels to confidence scores.