tf.loadModel not working in react native

TensorFlow.js version

0.10.3

Browser version

react-native 0.55.3

Problem:

tf.loadModel not working for local folder and remo url in react native, load local model not working for React

Feature request:

tf.loadModel react-native support

Code to reproduce the bug / link to feature request

const path = 'https://storage.googleapis.com/tfjs-models/tfjs/mobilenet_v1_0.25_224/model.json';
const localPath = './tfjsmodel/model.json';

  async loadmodel(p) {
    const model = await this.loadHostedPretrainedModel(p);
    console.log(model);
  }

  async loadHostedPretrainedModel(p) {
    try {
      const model = await tf.loadModel(p);
      return model;
    } catch (err) {
      console.error(err);
    }
  }

this is the demo app i created for running tfjs in react-native, it can train and predict model locally, if you are interested this is the repo: https://github.com/tangtai/tfjsdemo

error i get when try to load model from url, i tried the code on react as well it returns the model successfully:

error i get when try to load model from local folder, for React it returns pending Promise :

the model i got from tensorflowjs file convertor:

[tafsiri]

We just released a package for this! https://www.npmjs.com/package/@tensorflow/tfjs-react-native try it out and feel free to re-open this issues if you have trouble with it.

[Ivikassingh]

you can try webpack to import the cdn of tensorflowjs in Reactnative