Hands-On Computer Vision with TensorFlow 2

Dr. Benjamin Planche is a passionate computer vision and machine learning researcher. His main research interests include data scarcity issues and industrial vision systems, which have resulted in multiple patents and papers presented at international conferences. He worked in several different research labs all over the world (including in France, Japan, Germany, and the USA).

Eliot Andres is a deep learning and computer vision engineer who works as a freelancer. His area of expertise is industrialization, which entails creating value by utilizing new technology to solve corporate difficulties. Eliot maintains his knowledge current by writing articles on his blog and creating prototypes employing cutting-edge technology.

Computer vision solutions are becoming more prevalent, with applications in industries as diverse as health, automobiles, social media, and robotics. This book will guide you through TensorFlow 2, the latest iteration of Google's open-source machine learning framework. You'll learn how to use convolutional neural networks (CNNs) for visual tasks to your advantage. It is considered one of the best books on TensorFlow.

What you will learn:

• Make your neural networks from the ground up.
• Use contemporary architectures like Inception and ResNet to classify photos.
• Using YOLO, Mask R-CNN, and U-Net, detect and segment objects in photos.
• Address issues that arise in the development of self-driving cars and facial expression recognition systems.
• Transfer learning, GANs, and domain adaptation can help your app perform better.
• For video analysis, using recurrent neural networks (RNNs).
• Optimize and deploy your networks in the browser and on mobile devices.

Some reviews about this book: “Being quite new in the field of Computer Vision, I have found this book to be a very good reference especially when it comes to translating the concepts of Deep Learning into actual code.”; “The book provides a clear mathematical background for understanding neural networks.”

Authors: Benjamin Planche, Eliot Andres

Check price: https://www.amazon.com/Hands-Computer-Vision-TensorFlow-processing-ebook/dp/B07SMQGX48?