{"product_id":"3d-deep-learning-with-python-design-and-develop-your-computer-vision-model-with-3d-data-using-pytorch3d-and-more-paperback","title":"3D Deep Learning with Python: Design and develop your computer vision model with 3D data using PyTorch3D and more - Paperback","description":"\u003cp\u003eby \u003cb\u003eXudong Ma\u003c\/b\u003e (Author), \u003cb\u003eVishakh Hegde\u003c\/b\u003e (Author), \u003cb\u003eLilit Yolyan\u003c\/b\u003e (Author)\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eVisualize and build deep learning models with 3D data using PyTorch3D and other Python frameworks to conquer real-world application challenges with ease\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\u003eUnderstand 3D data processing with rendering, PyTorch optimization, and heterogeneous batching\u003c\/li\u003e\n\u003cli\u003eImplement differentiable rendering concepts with practical examples\u003c\/li\u003e\n\u003cli\u003eDiscover how you can ease your work with the latest 3D deep learning techniques using PyTorch3D\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eBook Description: \u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003eWith this hands-on guide to 3D deep learning, developers working with 3D computer vision will be able to put their knowledge to work and get up and running in no time.\u003c\/p\u003e\u003cp\u003eComplete with step-by-step explanations of essential concepts and practical examples, this book lets you explore and gain a thorough understanding of state-of-the-art 3D deep learning. You'll see how to use PyTorch3D for basic 3D mesh and point cloud data processing, including loading and saving ply and obj files, projecting 3D points into camera coordination using perspective camera models or orthographic camera models, rendering point clouds and meshes to images, and much more. As you implement some of the latest 3D deep learning algorithms, such as differential rendering, Nerf, synsin, and mesh RCNN, you'll realize how coding for these deep learning models becomes easier using the PyTorch3D library.\u003c\/p\u003e\u003cp\u003eBy the end of this deep learning book, you'll be ready to implement your own 3D deep learning models confidently.\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\u003eDevelop 3D computer vision models for interacting with the environment\u003c\/li\u003e\n\u003cli\u003eGet to grips with 3D data handling with point clouds, meshes, ply, and obj file format\u003c\/li\u003e\n\u003cli\u003eWork with 3D geometry, camera models, and coordination and convert between them\u003c\/li\u003e\n\u003cli\u003eUnderstand concepts of rendering, shading, and more with ease\u003c\/li\u003e\n\u003cli\u003eImplement differential rendering for many 3D deep learning models\u003c\/li\u003e\n\u003cli\u003eAdvanced state-of-the-art 3D deep learning models like Nerf, synsin, mesh RCNN\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\u003eThis book is for beginner to intermediate-level machine learning practitioners, data scientists, ML engineers, and DL engineers who are looking to become well-versed with computer vision techniques using 3D data.\u003c\/p\u003e\u003cdiv\u003e\n\u003cstrong\u003eNumber of Pages:\u003c\/strong\u003e 236\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003eDimensions:\u003c\/strong\u003e 0.5 x 9.25 x 7.5 IN\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003ePublication Date:\u003c\/strong\u003e October 28, 2022\u003c\/div\u003e","brand":"Books by splitShops","offers":[{"title":"Default Title","offer_id":41747726794887,"sku":"9781803247823","price":63.34,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0601\/2623\/2711\/files\/654b4a8093549699ba5f4cbe72318c22.webp?v=1734089860","url":"https:\/\/booksby.splitshops.com\/products\/3d-deep-learning-with-python-design-and-develop-your-computer-vision-model-with-3d-data-using-pytorch3d-and-more-paperback","provider":"Books by splitShops","version":"1.0","type":"link"}