Introduction to computer vision with TensorFlow

Module
7 Units

Beginner

Developer

Azure Machine Learning

In this module, you will get an introduction to Computer Vision using TensorFlow. We'll use image classification to learn about convolutional neural networks, and then see how pre-trained networks and transfer learning can improve our models and solve real-world problems.

Learning objectives

In this module you will:

Learn how to build computer vision machine learning models
Learn how to represent images as tensors
Learn how to build Dense Neural Networks and Convolutional Neural Networks

Prerequisites

Basic Python knowledge
Basic knowledge about how to use Jupyter Notebooks
Basic understanding of machine learning

Introduction min
Introduction to image data min
Training a dense neural network min
Multi-layer networks min
Convolutional neural networks min
Pretrained models and transfer learning min
Summary min