Writing recognition with TensorFlow.

February 23, 2023February 23, 2023 Discipline: Data Engineering
Learning Goal: I’m working on a data engineering exercise and need the explanation and answer to help me learn.

  1. Read Chapter 4: Convolutional Neural Networks from “Gulli, A., Kapoor, A., Pal, S. (2019). Deep Learning with TensorFlow 2 and Keras: Regression, ConvNets, GANs, RNNs, NLP, and More with TensorFlow 2 and the Keras API, 2nd Edition. United Kingdom: Packt Publishing.” Use LeNet code as in an example of DCNN ‒ LeNet (page 114), and:
    1. define the LeNet network
    2. training the network
    3. and execute the model for 20 epochs
    4. see some of the MNIST images in order to understand how good the result is.

    For the submission, summarize the execution of the model in terms of accuracy.

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