New edition of the bestselling guide to artificial intelligence with Python, updated to Python 3.x, with seven new chapters that cover RNNs, AI and Big Data, fundamental use cases, chatbots, and more.Key FeaturesCompletely updated and revised to Python 3.xNew chapters for AI on the cloud, recurrent neural networks, deep learning models, and feature selection and engineeringLearn more about deep learning algorithms, machine learning data pipelin...

Publisher's Note: This edition from 2017 is outdated and not compatible with TensorFlow 2.x or any of the most recent updates to Python libraries. A new edition completely updated and revised for 2020 with seven additional chapters that cover RNNs, AI and big data, fundamental use cases, chatbots, and more, is now available. Build real-world Artificial Intelligence applications with Python to intelligently interact with the world around you. Key FeaturesStep int...

Discover powerful ways to effectively solve real-world machine learning problems using key libraries including scikit-learn, TensorFlow, and PyTorchKey FeaturesLearn and implement machine learning algorithms in a variety of real-life scenariosCover a range of tasks catering to supervised, unsupervised and reinforcement learning techniquesFind easy-to-follow code solutions for tackling common and not-so-common challengesBook Descri...

Get savvy with OpenCV and actualize cool computer vision applicationsAbout This BookUse OpenCV's Python bindings to capture video, manipulate images, and track objectsLearn about the different functions of OpenCV and their actual implementations.Develop a series of intermediate to advanced projects using OpenCV and PythonWho This Book Is ForThis learning path is for someone who has a working knowledge of ...

Learn the techniques for object recognition, 3D reconstruction, stereo imaging, and other computer vision applications using examples on different functions of OpenCV.Key Features\[\*\] Learn how to apply complex visual effects to images with OpenCV 3.x and Python\[\*\] Extract features from an image and use them to develop advanced applications\[\*\] Build algorithms to help you understand image content and perform visual searches\[\*...

100 recipes that teach you how to perform various machine learning tasks in the real worldKey Features\[\*\]Understand which algorithms to use in a given context with the help of this exciting recipe-based guide\[\*\]Learn about perceptrons and see how they are used to build neural networks\[\*\]Stuck while making sense of images, text, speech, and real estate? This guide will come to your rescue, showing you how to perform machine learning for...

Learn to solve challenging data science problems by building powerful machine learning models using PythonAbout This BookUnderstand which algorithms to use in a given context with the help of this exciting recipe-based guideThis practical tutorial tackles real-world computing problems through a rigorous and effective approachBuild state-of-the-art models and develop personalized recommendations to perform machine learning at scal...

Delve into practical computer vision and image processing projects and get up to speed with advanced object detection techniques and machine learning algorithmsKey FeaturesDiscover best practices for engineering and maintaining OpenCV projectsExplore important deep learning tools for image classificationUnderstand basic image matrix formats and filtersBook DescriptionOpenCV is one of the best open source ...

Enhance your understanding of Computer Vision and image processing by developing real-world projects in OpenCV 3Key Features\[\*\]Get to grips with the basics of Computer Vision and image processing\[\*\]This is a step-by-step guide to developing several real-world Computer Vision projects using OpenCV 3\[\*\]This book takes a special focus on working with Tesseract OCR, a free, open-source library to recognize text in imagesBook ...

Key FeaturesLearn how to apply complex visual effects to images using geometric transformations and image filtersExtract features from an image and use them to develop advanced applicationsBuild algorithms to understand the image content and recognize objects in an imageBook DescriptionComputer vision is found everywhere in modern technology. OpenCV for Python enables us to run computer vision algorithms in real time. With th...

Explore OpenCV 4 to create visually appealing cross-platform computer vision applicationsKey FeaturesUnderstand basic OpenCV 4 concepts and algorithmsGrasp advanced OpenCV techniques such as 3D reconstruction, machine learning, and artificial neural networksWork with Tesseract OCR, an open-source library to recognize text in imagesBook DescriptionOpenCV is one of the best open source libraries available, and can help you focu...

Can deep contemplation give rise to macabre visions? What happens to the attempts of resolving a deranged mind? Some men go through spirals of Decadence, spending years in the pursuit of the authentic, becoming obscure and absurd, finally losing the difference between real and unreal.Exhausted with reasoning and self-reflection, with a subsequent lack of self-control breeds fear, permeating the surroundings. The road to Freedom, or so the narrator believed in until his own experien...