Computer Science > STUDY GUIDE > University of Pittsburgh-Pittsburgh CampusDLAR 1Convolution_model_Application. 2021 (All)
University of Pittsburgh-Pittsburgh CampusDLAR 1Convolution_model_Application. 2021
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Convolution_model_Application May 11, 2021 1 Convolutional Neural Networks: Application Welcome to Course 4’s second assignment! In this notebook, you will: • Create a mood classifer using the ... TF Keras Sequential API • Build a ConvNet to identify sign language digits using the TF Keras Functional API After this assignment you will be able to: • Build and train a ConvNet in TensorFlow for a binary classification problem • Build and train a ConvNet in TensorFlow for a multiclass classification problem • Explain different use cases for the Sequential and Functional APIs To complete this assignment, you should already be familiar with TensorFlow. If you are not, please refer back to the TensorFlow Tutorial of the third week of Course 2 (“Improving deep neural networks”). 1.1 Table of Contents • Section ?? – Section ?? • Section ?? • Section ?? – Section ?? ∗ Section ?? – Section ?? • Section ?? – Section ?? – Section ?? – Section ?? ∗ Section ?? – Section ?? • Section ?? • Section ?? ## 1 - Packages As usual, begin by loading in the packag [Show More]
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