How to develop your network with Python and Keras
Silvia Liberata Ullo, Maria Pia Del Rosso, Alessandro Sebastianelli, Erika Puglisi, Mario Luca Bernardi, Marta Cimitile · 2021
Chapter Contents: 7.1 Introduction 7.1.1 TensorFlow and Keras 7.1.2 Tensors 7.2 Google Colaboratory 7.2.1 How to work with GPU? 7.2.2 How to connect Google Drive? 7.3 Examples 7.3.1 Noise filtering 7.3.1.1 Step 1 — Define a generator for the dataset 7.3.1.2 Step 2 — Build a model 7.3.1.3 Step 3 — Train and test the model 7.3.2 Classification 7.3.2.1 Step 1 — Define a generator for the dataset 7.3.2.2 Step 2 — Build a model 7.3.2.3 Step 3 — Train and test the model 7.3.3 Detection 7.3.3.1 Step 1 — Define a generator for the dataset 7.3.3.2 Step 2 — Build a model 7.3.3.3 Step 3 — Train and test the model 7.4 Conclusions References