[Tensorflow 2.0]TensorFlow Hub with KerasThere will be parts that are revised and elaborated for better understanding, however, I hereby acknowledge that the following post is…Sep 18, 2019Sep 18, 2019
What is tf.data.Dataset?They always say that the simplest way of using tf.data.Dataset is the from_tensor_slices method. So give it a try. Suppose that I have a…Apr 23, 20191Apr 23, 20191
Input pipeline and TFRecordThis post is based on https://www.tensorflow.org/tutorials/load_data/images and https://www.tensorflow.org/tutorials/load_data/tf_records.Apr 15, 2019Apr 15, 2019
Take a look inside the CNN.We have seen the power of the convolutional neural networks. Take a moment and think about what was going on inside the convolution layers…Apr 2, 2019Apr 2, 2019
What is sparse_categorical_crossentropy?You may approach this term from an information science perspective. But I will take the statistical approach. Especially from…Mar 27, 20191Mar 27, 20191
What is Softmax?It’s not an ice cream. It is a mathematical function which takes more than one number and transforms the input into the numbers that…Mar 23, 2019Mar 23, 2019