sflite/services/onnx/loadPlantVil...

import * as ort from "onnxruntime-react-native";
import * as FileSystem from "expo-file-system/legacy";
import { Asset } from "expo-asset";

let cachedSession: ort.InferenceSession | null = null;

export async function loadPlantVillageSession() {
  if (cachedSession) return cachedSession;

  const asset = Asset.fromModule(
    require("../../assets/plantvillage_mnv3s_224.onnx")
  );
  await asset.downloadAsync();

  const modelPath = FileSystem.documentDirectory + "plantvillage_mnv3s_224.onnx";

  const info = await FileSystem.getInfoAsync(modelPath);
  if (!info.exists) {
    await FileSystem.copyAsync({
      from: asset.localUri!,
      to: modelPath,
    });
  }

  cachedSession = await ort.InferenceSession.create(modelPath);
  return cachedSession;
}