Mastering Neural Network Computer Vision with TensorFlow and Keras : A practical guide to image use cases like object detection, image segmentation, and text recognition
by
Jean Anoma
Book Details
Format
Paperback / Softback
ISBN-10
9365897602
ISBN-13
9789365897609
Publisher
BPB Publications
Imprint
BPB Publications
Country of Manufacture
IN
Country of Publication
GB
Publication Date
Nov 15th, 2024
Print length
330 Pages
Product Classification:
Computing & information technology
Ksh 6,300.00
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Master computer vision fundamentals through hands-on implementation with Tensorflow, from basics to advanced applications. Learn real-world techniques for preparing data, training models, and deploying computer vision solutions at scale.
The different chapters of the book cover a comprehensive range of topics in computer vision and deep learning. The first chapter provides a theoretical introduction to computer vision and deep learning, and the second one provides an overview of TensorFlow and its capabilities. The subsequent chapters cover specific applications of neural networks in computer vision, such as image classification, image segmentation, and object detection, and how to tap into the power of transfer learning and pre-trained models to address those use cases. Finally, the remaining chapters cover how to design your own neural network, gather a proper dataset and train your model efficiently. They also cover image generation and ethical considerations around computer vision.
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