Error while solving Assignment 2

Help
1

Hi All,
I am trying to create model architecture for classification of animals, but facing error while implementing it. Please help me to solve the error.

Here is the error that I am facing - ValueError: Input 0 of layer sequential_3 is incompatible with the layer: : expected min_ndim=4, found ndim=3. Full shape received: [None, 100, 100].

Kindly find the link to colab.

2

Hi @vinrock19,

You have used loss=“binary_crossentropy” but this is not a binary classification problem. It has more than 2 classes in Target variable. So use categorical_crossentropy

3

Thanks for correcting me. :slight_smile:

4

Could you please help me with notebook submission of Assignment 1? I can’t see any upload option there.

5

Hi @nisrin_dhoondia. Now I am facing these issue -
ValueError: Input 0 of layer sequential is incompatible with the layer: expected axis -1 of input shape to have value 100 but received input with shape [None, 100, 100, 3]

This is the updated colab.

6

Hi @vinrock19
It seems like you are providing the input shape to CNN as (3,100,100) but shaping the actual inputs(in train datagen) differently. That’s what is causing the error.