Can I read Mastering New Age Computer Vision : Advanced techniques in computer vision object detection, segmentation, and deep learning on EtoBox?

Mastering New Age Computer Vision : Advanced techniques in computer vision object detection, segmentation, and deep learning by Ralte, Zonunfeli; is a nonfiction available to read on EtoBox.

What is Mastering New Age Computer Vision : Advanced techniques in computer vision object detection, segmentation, and deep learning about?

Mastering New Age Computer Vision is a comprehensive guide that explores the latest advancements in computer vision, a field that is enabling machines to not only see but also understand and interpret the visual world in increasingly sophisticated ways, guiding you from foundational concepts to practical applications. This book explores cutting-edge computer vision techniques, starting with zero-shot and few-shot learning, DETR, and DINO for object detection. It covers advanced segmentation models like Segment Anything and Vision Transformers, along with YOLO and CLIP. Using PyTorch, readers will learn image regression, multi-task learning, multi-instance learning, and deep metric learning. Hands-on coding examples, dataset preparation, and optimization techniques help apply these methods in real-world scenarios. Each chapter tackles key challenges, introduces architectural innovations, and improves performance in object detection, segmentation, and vision-language tasks. By the time you have turned the final page of this book, you will be a confident computer vision practitioner, armed with a comprehensive grasp of core principles and the ability to apply cutting-edge techniques t

Who reads Mastering New Age Computer Vision : Advanced techniques in computer vision object detection, segmentation, and deep learning?

Author

Ralte, Zonunfeli;

Publisher

BPB Publications

Published

2025

Language

EN

Category

nonfiction

Subjects

Computer Science, Stem