Can I load hdf5 model from firebase storage?-CodePudding

I use firebase as a database and storage and I want to run my model on the python and perform predict.

How can I load the model and run it on python?

How do I access a model stored in storage?

I tried to do:

# import firebase_admin
# from firebase_admin import credentials
# from firebase_admin import storage
#
# cred = credentials.Certificate('serviceAccountKey.json')
# firebase_admin.initialize_app(cred, {
# 'storageBucket': 'gs://app.appspot.com.appspot.com'
# })

import pyrebase
config={
    "apiKey": "",
    "authDomain": "app.firebaseapp.com",
    "storageBucket":"app.appspot.com",
    "databaseURL":"https://app.firebaseio.com",
    "type": "service_account",
    "project_id": "app"
    # "private_key_id": "633bcc74c30d50157a0aea2dd"
}

firebase=pyrebase.initialize_app(config)
storage=firebase.storage()

I checked that I am connected to storage and have the option to upload and download photos.

Then I copied the link to the model what firease storage

import numpy as np
from tensorflow.keras.preprocessing import image
import tensorflow as tf

MODEL_PATH = "gs://app.appspot.com/model.hdf5"

model = tf.keras.models.load_model(MODEL_PATH)

But it shows me errors and does not work:

Traceback (most recent call last):
  File "C:\Users\hoday\Documents\GitHub\SRD\storgesever.py", line 4, in <module>
    import pyrebase
  File "C:\Users\hoday\venv\untitled\lib\site-packages\pyrebase\__init__.py", line 1, in <module>
    from .pyrebase import initialize_app
  File "C:\Users\hoday\venv\untitled\lib\site-packages\pyrebase\pyrebase.py", line 1, in <module>
    import requests
  File "C:\Users\hoday\venv\untitled\lib\site-packages\requests\__init__.py", line 63, in <module>
    from . import utils
  File "C:\Users\hoday\venv\untitled\lib\site-packages\requests\utils.py", line 27, in <module>
    from .cookies import RequestsCookieJar, cookiejar_from_dict
  File "C:\Users\hoday\venv\untitled\lib\site-packages\requests\cookies.py", line 172, in <module>
    class RequestsCookieJar(cookielib.CookieJar, collections.MutableMapping):
AttributeError: module 'collections' has no attribute 'MutableMapping'

Process finished with exit code 1

Please help me :)

CodePudding user response：

Use the Firebase client to download the model to the local destination and then load it from the local storage.

CodePudding user response：

That is generic questions you can create a project and access its database or drive try using GoogleDrive.

You can follow the guidelines from