Computer Vision is one of the fields of Artificial Intelligence that enables a computer to find meaningful information from digital images, videos and other visual sources of data. The Face ID found in iPhones is one of the best examples of the applications of computer vision. If you are looking for the best books to learn computer vision, this article is for you. In this article, I will take you through some of the best books to learn computer vision.
Best Books to Learn Computer Vision
Hands-On Computer Vision with TensorFlow 2
Hands-On Computer Vision with TensorFlow 2 is a complete guide for creating computer vision applications for object detection, image segmentation, video processing, smartphone applications and many more. In this book, you will learn how to create and serve computer vision applications with deep neural networks using TensorFlow and Keras.
Modern approaches to building a wide range of computer vision applications are also discussed in this book. This book will also help you learn how to run your computer vision applications on smartphones or web pages. You should be familiar with the Python programming language, machine learning algorithms, TensorFlow, and Keras before you start with this book. You can find this book here.
Modern Computer Vision with PyTorch
PyTorch and TensorFlow are both used in industry to create neural networks using Python. The book I mentioned above uses TensorFlow to explain the concepts of Computer Vision. But if you want to use PyTorch instead of TensorFlow for computer vision, this book is for you. In this book, you will see the implementation of 50 real-world computer vision applications using PyTorch.
You will also learn the theory and workflow of neural network architectures. Deploying a deep learning model for computer vision on the AWS server is also covered in this book. You should be familiar with the Python programming language, PyTorch, and machine learning algorithms before you start with this book. You can find this book here.
So these were some of the best books to learn computer vision. If you want to learn computer vision using TensorFlow, then you should use “Hands-On Computer Vision with TensorFlow 2”, and if you want to learn computer vision using PyTorch, then you should use “Modern Computer Vision with PyTorch”. I hope you liked this article on the best books to learn computer vision. Feel free to ask your valuable questions in the comments section below.