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Free Download Mastering Practical Computer Vision with TensorFlow: A Beginner's Guide to Visual AI, Object Detection, Image Classification, and Real-World AI Projects with Cutting-Edge Deep Learning Models by Wilson Hayes
English | January 5, 2025 | ISBN: B0DSB2K6D1 | 256 pages | EPUB | 1.73 Mb
Unlock the full potential of computer vision with TensorFlow in this comprehensive, hands-on guide. Whether you're just starting or looking to deepen your understanding, this book is your gateway to mastering visual AI and leveraging it for real-world applications. From image classification to object detection, this beginner's guide takes you through each critical aspect of computer vision, offering practical examples, step-by-step projects, and the tools you need to implement your own models with TensorFlow.
Key Features:Beginner-Friendly Approach: Learn the essentials of computer vision and TensorFlow in a simple, jargon-free way, making it easy for anyone, regardless of their experience level, to follow along.Hands-On Projects: Build real-world models with step-by-step guidance on practical applications such as object detection, image classification, and video processing.Cutting-Edge Deep Learning: Discover how to implement deep learning techniques like CNNs (Convolutional Neural Networks) and transfer learning, essential for solving modern computer vision problems.Real-World Use Cases: Learn to apply your skills to industries like retail, healthcare, and autonomous vehicles, where computer vision plays a transformative role.Advanced Topics: Dive deeper into more complex areas such as image segmentation, face recognition, and augmented reality with TensorFlow's powerful tools.Comprehensive Learning: From setting up your environment to deploying models, this book covers everything you need to know about TensorFlow for computer vision.What You'll Learn:How to set up and get started with TensorFlow for computer vision applicationsThe basics of supervised learning and neural networks for visual AIHow to preprocess and augment image data for real-world projectsTechniques for building image classification models and object detection pipelinesPractical examples and projects, including real-time video processing, face detection, and cloud-based solutions for large-scale dataStrategies for improving model performance and deployment, including hyperparameter tuning, model evaluation, and scaling with cloud platforms like Google Cloud and AWSWho This Book Is For:Beginners with no prior experience in computer vision or machine learningDevelopers looking to integrate computer vision into their projects using TensorFlowData scientists seeking to broaden their understanding of visual AI applicationsProfessionals in fields like automotive, healthcare, and retail, looking to implement computer vision solutionsStudents or educators wanting a structured, practical guide to teach computer vision with real-world projectsGet Started Today!
By the end of this book, you'll have the knowledge and practical skills to create and deploy powerful computer vision applications using TensorFlow. Whether you're building smart apps, analyzing images, or exploring new possibilities in AI, Mastering Practical Computer Vision with TensorFlow is your essential companion on this exciting journey.
Don't miss out on the opportunity to become an expert in computer vision-start mastering TensorFlow today! Scroll up to Buy Now and begin your path to innovation in the world of AI and machine learning.
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