Error when deploying my app

[dataprofessor]

Hi @Konwoh

There seems to be a similar forum post to the error message you’re getting:

@Konwoh

ValueError: Layer ‘dense’ expected 2 variables, but received 0 variables during loading. Expected: [‘dense/kernel:0’, ‘dense/bias:0’]

Here’s the post:

ValueError: Layer 'conv2d_4' expected 2 variables, but received 0 variables during loading. Expected: ['conv2d_4/kernel:0', 'conv2d_4/bias:0']

at local level it successfully runs but when deployed an error appears like this ValueError: Layer ‘conv2d_4’ expected 2 variables, but received 0 variables during loading. Expected: [‘conv2d_4/kernel:0’, ‘conv2d_4/bias:0’] repo link:

Alternatively, instead of running the NN model on the cloud, owing to limited resources for communal use, perhaps you could try pre-training the NN model and saving it to file, then loading the model in the app.

Hope this helps.