react-native-executorch/lib/module/hooks/computer_vision/useStyleTransfer.js

An easy way to run AI models in React Native with ExecuTorch

"use strict";

import { StyleTransferModule } from '../../modules/computer_vision/StyleTransferModule';
import { useModuleFactory } from '../useModuleFactory';

/**
 * React hook for managing a Style Transfer model instance.
 * @category Hooks
 * @param StyleTransferProps - Configuration object containing `model` source and optional `preventLoad` flag.
 * @returns Ready to use Style Transfer model.
 */
export const useStyleTransfer = ({
  model,
  preventLoad = false
}) => {
  const {
    error,
    isReady,
    isGenerating,
    downloadProgress,
    runForward,
    runOnFrame
  } = useModuleFactory({
    factory: (config, onProgress) => StyleTransferModule.fromModelName(config, onProgress),
    config: model,
    deps: [model.modelName, model.modelSource],
    preventLoad
  });
  const forward = (imageSource, outputType) => runForward(inst => inst.forward(imageSource, outputType));
  return {
    error,
    isReady,
    isGenerating,
    downloadProgress,
    forward,
    runOnFrame
  };
};
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