Convolutional neural networks for image recognition in Keras and TensorFlow (Day 2)

Description

NOTE: You will receive an introduction to the newly released TensorFlow (TF) 2.0 in this training.

Day 2

Morning

• Keras callbacks classes

• Keras functional APIs
• Saving and loading models and weights
• Example of saving and loading of weights and models with MNIST


• Transfer learning

• Using pretrained networks in Keras

• A practical application of transfer learning

• Development of a CNN with real images with transfer learning



LUNCH

Afternoon

• Neural style transfer
• An introduction

• Apply NST to your images
• tf.data.Dataset for data management