{"product_id":"mastering-yolo-build-an-automatic-number-plate-recognition-system-9798865210634","title":"Mastering YOLO: Build an Automatic Number Plate Recognition System","description":"In this comprehensive guide, you'll learn everything you need to know to master YOLOv8. With detailed explanations, practical examples, and step-by-step tutorials, this book will help you build your understanding of YOLOv8 from the ground up. \u003cp\u003e\u003c\/p\u003eDiscover how to train the YOLOv8 model to accurately detect and recognize license plates in images and real-time videos. \u003cp\u003e\u003c\/p\u003eFrom data collection to deployment, master every step of building an end-to-end ANPR system with YOLOv8. \u003cp\u003e\u003c\/p\u003eHere's what you'll get with this book: \u003cul\u003e\n\u003cli\u003eSource code used in the book.\u003c\/li\u003e\n\u003cli\u003eHands-on coding experience and real-world implementation.\u003c\/li\u003e\n\u003cli\u003eStep-by-step guide with clear explanations and code examples.\u003c\/li\u003e\n\u003cli\u003eGain practical skills that can be applied to real-world projects.\u003c\/li\u003e\n\u003c\/ul\u003e\u003cbr\u003e\u003cb\u003eWho Is This Book For?\u003c\/b\u003e \u003cp\u003e\u003c\/p\u003eThis book is aimed at individuals who already have some \u003cb\u003ebasic knowledge\u003c\/b\u003e of \u003cb\u003ePython programming\u003c\/b\u003e, \u003cb\u003eOpenCV\u003c\/b\u003e, and \u003cb\u003ecomputer vision\u003c\/b\u003e. \u003cp\u003e\u003c\/p\u003eIt is ideal for \u003cb\u003ePython programmers who are looking for a practical, hands-on guide\u003c\/b\u003e to building more advanced object detection and recognition projects. \u003cp\u003e\u003c\/p\u003eIt is also suitable for \u003cb\u003eanyone familiar with OpenCV and computer vision who wants to take their skills to the next level\u003c\/b\u003e and learn how to apply object detection to solve real-world problems. \u003cp\u003e\u003c\/p\u003eWhether you're a hobbyist, a student, or a professional developer, this book will provide you with the knowledge and tools you need to get started with building your own object detection and recognition systems. \u003cp\u003e\u003c\/p\u003e\u003cb\u003eTable of Contents\u003c\/b\u003e \u003cp\u003e\u003c\/p\u003e\u003cb\u003e1. What is Object Detection\u003cbr\u003e2. Advancements in Object Detection\u003cbr\u003e3. YOLO: The Object Detection Framework\u003c\/b\u003e\u003cbr\u003e 3.1. What is YOLO\u003cbr\u003e 3.2. How YOLO works\u003cbr\u003e 3.3. YOLO Architecture\u003cbr\u003e 3.4. YOLO Versions\u003cbr\u003e\u003cb\u003e4. Environment Setup\u003c\/b\u003e\u003cbr\u003e 4.1. Install Miniconda\u003cbr\u003e 4.2. Install the Required Packages\u003cbr\u003e 4.3. Install CUDA and cuDNN for GPU support\u003cbr\u003e 4.4. Project Structure\u003cbr\u003e\u003cb\u003e5. Data Preparation\u003c\/b\u003e\u003cbr\u003e 5.1. Gathering the Data\u003cbr\u003e 5.2. Labeling the Data\u003cbr\u003e 5.3. Splitting the Data\u003cbr\u003e 5.4. Creating the YAML File\u003cbr\u003e\u003cb\u003e6. Training the YOLO Model\u003c\/b\u003e\u003cbr\u003e 6.1. Choose a Model\u003cbr\u003e 6.2. Start Training\u003cbr\u003e\u003cb\u003e7. Detecting Number Plates with the Trained Model\u003c\/b\u003e\u003cbr\u003e 7.1. Number Plate Detection in Images\u003cbr\u003e 7.2. Number Plate Detection in Videos\u003cbr\u003e\u003cb\u003e8. Recognizing Number Plates Using OCR\u003c\/b\u003e\u003cbr\u003e 8.1. Number Plate Recognition in Images\u003cbr\u003e 8.2. Number Plate Recognition in Videos\u003cbr\u003e\u003cb\u003e9. Create a Web Application with Streamlit\u003c\/b\u003e\u003cbr\u003e 9.1. Introduction\u003cbr\u003e 9.2. Installing Streamlit\u003cbr\u003e 9.3. Creating a New Streamlit App\u003cbr\u003e 9.4. Adding Upload Feature\u003cbr\u003e 9.5. Integrating our Number Plate Recognition System with Streamlit\u003cbr\u003e\u003cb\u003e10. Conclusion\u003c\/b\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Yacine Rouizi\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Independently Published\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 10\/23\/2023\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 68\u003cbr\u003e\u003cb\u003eBinding Type:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.40lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 11.00h x 8.50w x 0.14d\u003cbr\u003e\u003cb\u003eISBN:\u003c\/b\u003e 9798865210634\u003cp\u003e\u003ci\u003eThis title is not returnable\u003c\/i\u003e\u003cbr\u003e\u003c\/p\u003e","brand":"Independently Published","offers":[{"title":"Paperback","offer_id":42902617686131,"sku":"9.80E+12","price":22.95,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0555\/9255\/0515\/files\/img_3b58526e-40be-4b83-9356-fd4d53c03776.jpg?v=1741689695","url":"https:\/\/bookstorenmore.com\/en-de\/products\/mastering-yolo-build-an-automatic-number-plate-recognition-system-9798865210634","provider":"Bookstore N More","version":"1.0","type":"link"}