{"product_id":"computer-vision-simplified-practical-approaches-to-ai-image-recognition-9798308702887","title":"Computer Vision Simplified: Practical Approaches to AI Image Recognition","description":"\u003cp\u003e • Author(s): Thompson Carter\u003cbr\u003e • Publisher: Independently Published\u003cbr\u003e • Publisher Imprint: Independently Published\u003cbr\u003e • BISAC: Human-Computer Interaction (HCI)\u003c\/p\u003e\u003cp\u003e\u003cb\u003e\u003ci\u003eComputer Vision Simplified: Practical Approaches to AI Image Recognition\u003c\/i\u003e\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003eUnlock the power of computer vision with \u003ci\u003eComputer Vision Simplified\u003c\/i\u003e, your ultimate guide to building AI systems capable of interpreting and analyzing visual data. Whether you're a beginner exploring AI or an experienced developer diving into the field of image recognition, this book offers clear explanations and practical approaches to mastering computer vision techniques.\u003c\/p\u003e\u003cp\u003ePacked with hands-on examples, projects, and expert insights, this guide walks you through the tools, libraries, and techniques needed to create powerful computer vision applications that solve real-world problems.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eWhat You'll Learn: \u003c\/b\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003e\n\u003cb\u003eIntroduction to Computer Vision: \u003c\/b\u003e Understand the basics of computer vision and its applications in industries like healthcare, retail, and automotive.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eFoundations of Image Processing: \u003c\/b\u003e Learn techniques for preprocessing images, including resizing, normalization, and filtering.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eUsing OpenCV: \u003c\/b\u003e Master the OpenCV library to perform essential image processing tasks such as edge detection, color manipulation, and contour detection.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eConvolutional Neural Networks (CNNs): \u003c\/b\u003e Build and train CNNs for image recognition, object detection, and classification.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eImage Segmentation: \u003c\/b\u003e Learn advanced techniques to divide an image into meaningful regions for further analysis.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eObject Detection and Tracking: \u003c\/b\u003e Implement algorithms like YOLO (You Only Look Once) and Faster R-CNN for real-time object detection.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eFace Detection and Recognition: \u003c\/b\u003e Create systems for facial recognition and emotion analysis.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eNatural Image Augmentation: \u003c\/b\u003e Use data augmentation techniques to improve model accuracy and robustness.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eTransfer Learning: \u003c\/b\u003e Leverage pre-trained models like VGG, ResNet, and MobileNet for efficient computer vision tasks.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eDeep Learning Frameworks: \u003c\/b\u003e Explore TensorFlow and PyTorch for building and deploying advanced image recognition models.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eReal-Time Applications: \u003c\/b\u003e Build practical applications like surveillance systems, self-driving car modules, and virtual try-on systems.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eDeploying Vision Models: \u003c\/b\u003e Learn to deploy your computer vision projects on cloud platforms, mobile devices, and edge devices.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eEthics in Computer Vision: \u003c\/b\u003e Address ethical challenges, including bias, privacy concerns, and data security.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eHands-On Projects: \u003c\/b\u003e Work on projects such as building a digit recognizer, creating an image classifier, and developing an object detection system.\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cb\u003eWho Is This Book For?\u003c\/b\u003e\u003cbr\u003eThis book is perfect for AI enthusiasts, data scientists, software developers, and anyone interested in mastering computer vision and image recognition technologies.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eWhy Choose This Book?\u003c\/b\u003e\u003cbr\u003eWith its beginner-friendly approach, hands-on examples, and focus on practical applications, \u003ci\u003eComputer Vision Simplified\u003c\/i\u003e bridges the gap between learning and implementation, empowering you to create AI systems that excel in understanding visual data.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eStart your journey into computer vision today with \u003ci\u003eComputer Vision Simplified: Practical Approaches to AI Image Recognition\u003c\/i\u003e-your guide to mastering the art of AI-driven image analysis.\u003c\/b\u003e\u003c\/p\u003e","brand":"Independently Published","offers":[{"title":"Paperback","offer_id":45554037424279,"sku":"9798308702887","price":1789.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9798308702887.webp?v=1768587581","url":"https:\/\/atlanticbooks.com\/products\/computer-vision-simplified-practical-approaches-to-ai-image-recognition-9798308702887","provider":"Atlantic Books","version":"1.0","type":"link"}