{"product_id":"hands-on-computer-vision-with-detectron2-develop-object-detection-and-segmentation-models-with-a-code-and-visualization-approach-paperback","title":"Hands-On Computer Vision with Detectron2: Develop object detection and segmentation models with a code and visualization approach - Paperback","description":"\u003cp\u003eby \u003cb\u003eVan Vung Pham\u003c\/b\u003e (Author)\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eExplore Detectron2 using cutting-edge models and learn all about implementing future computer vision applications in custom domains\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003ePurchase of the print or Kindle book includes a free PDF eBook\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eKey Features: \u003c\/strong\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eLearn how to tackle common computer vision tasks in modern businesses with Detectron2\u003c\/li\u003e\n\u003cli\u003eLeverage Detectron2 performance tuning techniques to control the model's finest details\u003c\/li\u003e\n\u003cli\u003eDeploy Detectron2 models into production and develop Detectron2 models for mobile devices\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eBook Description: \u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003eComputer vision is a crucial component of many modern businesses, including automobiles, robotics, and manufacturing, and its market is growing rapidly. This book helps you explore Detectron2, Facebook's next-gen library providing cutting-edge detection and segmentation algorithms. It's used in research and practical projects at Facebook to support computer vision tasks, and its models can be exported to TorchScript or ONNX for deployment.\u003c\/p\u003e\u003cp\u003eThe book provides you with step-by-step guidance on using existing models in Detectron2 for computer vision tasks (object detection, instance segmentation, key-point detection, semantic detection, and panoptic segmentation). You'll get to grips with the theories and visualizations of Detectron2's architecture and learn how each module in Detectron2 works. As you advance, you'll build your practical skills by working on two real-life projects (preparing data, training models, fine-tuning models, and deployments) for object detection and instance segmentation tasks using Detectron2. Finally, you'll deploy Detectron2 models into production and develop Detectron2 applications for mobile devices.\u003c\/p\u003e\u003cp\u003eBy the end of this deep learning book, you'll have gained sound theoretical knowledge and useful hands-on skills to help you solve advanced computer vision tasks using Detectron2.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWhat You Will Learn: \u003c\/strong\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eBuild computer vision applications using existing models in Detectron2\u003c\/li\u003e\n\u003cli\u003eGrasp the concepts underlying Detectron2's architecture and components\u003c\/li\u003e\n\u003cli\u003eDevelop real-life projects for object detection and object segmentation using Detectron2\u003c\/li\u003e\n\u003cli\u003eImprove model accuracy using Detectron2's performance-tuning techniques\u003c\/li\u003e\n\u003cli\u003eDeploy Detectron2 models into server environments with ease\u003c\/li\u003e\n\u003cli\u003eDevelop and deploy Detectron2 models into browser and mobile environments\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWho this book is for: \u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003eIf you are a deep learning application developer, researcher, or software developer with some prior knowledge about deep learning, this book is for you to get started and develop deep learning models for computer vision applications. Even if you are an expert in computer vision and curious about the features of Detectron2, or you would like to learn some cutting-edge deep learning design patterns, you will find this book helpful. Some HTML, Android, and C++ programming skills are advantageous if you want to deploy computer vision applications using these platforms.\u003c\/p\u003e\u003cdiv\u003e\n\u003cstrong\u003eNumber of Pages:\u003c\/strong\u003e 318\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003eDimensions:\u003c\/strong\u003e 0.67 x 9.25 x 7.5 IN\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003ePublication Date:\u003c\/strong\u003e April 21, 2023\u003c\/div\u003e","brand":"Books by splitShops","offers":[{"title":"Default Title","offer_id":42720802439231,"sku":"9781800561625","price":64.78,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0105\/8226\/1823\/files\/a67e0f3e3cec4b14ebe4d3bfc787f1ad.webp?v=1765090129","url":"https:\/\/dhl-adrianne.myshopify.com\/products\/hands-on-computer-vision-with-detectron2-develop-object-detection-and-segmentation-models-with-a-code-and-visualization-approach-paperback","provider":"BBB","version":"1.0","type":"link"}