How to classify monkeys images using convolutional neural network , Keras tuner hyper parameters , a

Discussion in 'Python' started by Eran Feit, Sep 30, 2022.

  1. Eran Feit

    Eran Feit Member

    Joined:
    Aug 20, 2022
    Messages:
    45
    Likes Received:
    3
    Trophy Points:
    8
    Gender:
    Male


    Hi,


    This is the third part of four parts Tensorflow tutorial that enables you to classify monkey’s species images using several methods.


    So , how can we decide how many layers should we define ? how many filters in each convolutional layer ?

    Should we use Dropout layer ? and what should be its value ?

    Which learning rate value is better ? and more similar questions.


    Keras tuner is the solution for looking those parameters , which called hyper parameters.

    Now we will dive into the keras tuner. We will take the model from our previous lesson , and improve it.

    In the next, forth video, will you a learn how to use transfer learning to classify the images in a different way.



    I shared the Python code in the video description.



    Enjoy

    Eran


    #Python #Cnn #TensorFlow
     

Share This Page

  1. This site uses cookies to help personalise content, tailor your experience and to keep you logged in if you register.
    By continuing to use this site, you are consenting to our use of cookies.
    Dismiss Notice