TensorFlow Tutorial 05 - Convolutional Neural Network (CNN)

Published: 04 October 2020
on channel: Patrick Loeber
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New Tutorial series about TensorFlow 2! Learn all the basics you need to get started with this deep learning framework!

Part 05: Convolutional Neural Network

In this part we build our first convolutional neural network using the keras Sequential API. We learn how to build a model, how to train and evaluate the model, and how to make predictions with the model.

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Softmax + Crossentropy:
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CNN PyTorch:
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Course Parts:
01 TensorFlow Installation
02 TensorFlow Tensor Basics
03 TensorFlow Neural Net
04 TensorFlow Linear Regression
05 TensorFlow CNN (Convolutional Neural Nets)
06 TensorFlow Save & Load Models
07 TensorFlow Functional API
08 TensorFlow Multi-output Project
09 TensorFlow Transfer Learning
10 TensorFlow RNN / LSTM / GRU
11 TensorFlow NLP

TensorFlow 2, Keras, Deep Learning, TensorFlow Course, TensorFlow Beginner Course, TensorFlow Tutorial

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