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Build practical applications of computer vision using the OpenCV library with Python. This book discusses different facets of computer;
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Create advanced applications with Python and OpenCV, exploring the potential of facial recognition, machine learning, deep learning, web;
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for images using CNNs and RNNs Who this book is forThis book is for computer vision developers and engineers, as well as deep learning;
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machine learning for building intelligent computer vision applications with OpenCV 4. What you will learn Understand the core machine learning;
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Will Learn Understand how ANNs and CNNs work Create computer vision applications and CNNs from scratch using Python Follow a deep learning;
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Unleash the power of computer vision with Python using OpenCV About This Book * Create impressive applications with OpenCV and Python;
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Features Understand how to implement deep learning with TensorFlow and Keras Learn the fundamentals of computer vision and image recognition;
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learning developers who wish to build exciting Computer Vision projects using the power of machine learning and OpenCV will find this book useful;
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and want to develop interesting computer vision applications with OpenCV, this Learning Path is for you. Prior knowledge of C++ and;
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Explore the potential of deep learning techniques in computer vision applications using the Python ecosystem, and build real-time systems;
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Get to grips with traditional computer vision algorithms and deep learning approaches, and build real-world applications with OpenCV and;
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Learn * Explore and make effective use of OpenCV's machine learning module * Learn deep learning for computer vision with Python * Master;
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. What you will learn Work with different datasets for image classification using CNNs Apply transfer learning to solve complex computer vision;
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applications Build computer vision algorithms with machine learning capabilities Book DescriptionOpenCV is an image and video processing library used;
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Design and develop advanced computer vision projects using OpenCV with Python About This Book * Program advanced computer vision;
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range of industries, and OpenCV is the most widely chosen tool for computer vision with its ability to work in multiple programming languages;
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using the OpenCV library Use TensorFlow, scikit-learn, NumPy, and other libraries Work with machine learning and deep learning algorithms;
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learning and neural networks. By the end of the book, you'll be able to apply your skills in OpenCV to create computer vision applications;
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neural networks (ANNs) Handle computer vision problems with convolutional neural networks (CNNs) Perform language translation tasks using;
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-world computer vision projects. What you will learn Install and familiarize yourself with OpenCV 4's Python 3 bindings Understand image;
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learning architectures such as CNNs, RNNs,LSTMs, and auto encoders. Keras-based code samples are included to supplementthe theoretical discussion;
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major deep learning architectures in PyTorch. It covers neural networks, computer vision, CNNs, natural language processing (RNN), GANs, and;
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* Master fundamental concepts in computer vision and image processing * Learn about the important classes and functions of OpenCV with complete;
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robots. You'll compare different methods used to work with robots and explore computer vision, its algorithms, and limits. You'll then learn how;
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Learn how to apply TensorFlow to a wide range of deep learning and Machine Learning problems with this practical guide on training CNNs for;
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biggest computer vision library: OpenCV. Yoüll see the OpenCV algorithms and how to use them for image processing. The next section looks at;
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