April 2023
Intermediate to advanced
318 pages
7h 10m
English
Overview
Hands-On Computer Vision with Detectron2 guides you in solving advanced computer vision problems using one of the most innovative deep learning libraries available today. You'll achieve a deeper understanding of the Detectron2 framework and how to implement object detection and segmentation models efficiently in practical scenarios.
What this Book will help me do
- Leverage Detectron2 for building sophisticated object detection models.
- Master the principles behind Detectron2's design and mechanics.
- Deploy Detectron2 projects for real-world applications, including server and mobile environments.
- Improve and tune models for higher accuracy and performance using specific techniques.
- Gain expertise in solving real-life vision problems with practical examples and projects.
Author(s)
Van Vung Pham is an experienced data scientist and deep learning practitioner with extensive knowledge in computer vision and machine learning techniques. With a strong focus on applied AI, he shares his expertise through clear, step-by-step guidance and real-world examples, making advanced concepts accessible and actionable for readers.
Who is it for?
This book is ideal for software developers, data scientists, or deep learning practitioners who already have a foundational knowledge of machine learning and want to specialize in computer vision using Detectron2. It's also invaluable for professionals looking to enhance their skills in deploying and optimizing vision models in production environments. Whether you're an intermediate learner or an experienced developer, this book will help expand your technical capabilities.
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