react-native-fast-tflite/lib/typescript/useTensorflowModel.d.ts

High-performance TensorFlow Lite library for React Native, built with Nitro Modules

import type { TfliteModel, TensorflowModelDelegate } from './specs/Tflite.nitro';
import { type ModelSource } from './loadTensorflowModel';
export type TensorflowPlugin = {
    model: TfliteModel;
    state: 'loaded';
} | {
    model: undefined;
    state: 'loading';
} | {
    model: undefined;
    error: Error;
    state: 'error';
};
/**
 * Load a Tensorflow Lite Model from the given `.tflite` asset into a React State.
 *
 * * If you are passing in a `.tflite` model from your app's bundle using `require(..)`, make sure to add `tflite` as an asset extension to `metro.config.js`!
 * * If you are passing in a `{ url: ... }`, make sure the URL points directly to a `.tflite` model. This can either be a web URL (`http://..`/`https://..`), or a local file (`file://..`).
 *
 * @param source The `.tflite` model in form of either a `require(..)` statement or a `{ url: string }`.
 * @param delegates The delegates to use for computations. Uses the standard CPU delegate per default. The `core-ml` or `metal` delegates are GPU-accelerated, but don't work on every model.
 * @returns The state of the Model.
 */
export declare function useTensorflowModel(source: ModelSource, delegates: TensorflowModelDelegate[]): TensorflowPlugin;
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