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See Like a Machine. Computer Vision Mastery with PyTorch: Detection, Segmentation, and Real-Time Inference
Richard Boozman (Author) · Independently published · Paperback
Machines do not just see.
They interpret.
From self driving cars to medical imaging and intelligent surveillance, computer vision powers systems that understand the visual world at scale.
"See Like a Machine" is a practical, hands on guide to mastering computer vision using PyTorch and Python.
This book takes you from foundational concepts to building high performance, real time vision systems used in modern AI applications.
Visual data is everywhere.
To unlock its value, systems must be able to:
detect objects in images and videosegment scenes at the pixel leveltrack movement over timeinterpret spatial relationshipsrun efficiently in real timeThis book shows you how to build these capabilities from the ground up.
Throughout the book, you will learn how to:
process and prepare visual datasetstrain detection and segmentation modelsimplement real time vision systemsoptimize models for speed and accuracyintegrate vision into larger AI pipelinesdeploy models in production environmentsEach chapter focuses on practical implementation.
These examples reflect real world use cases.
If you want to master computer vision and build systems that can truly understand visual data, this book provides the roadmap.
See with data.
Understand with models.
Build intelligent vision systems.
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