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Programming Computer Vision with Python. Tools and algorithms for analyzing images

(ebook) (audiobook) (audiobook) Książka w języku 1
Programming Computer Vision with Python. Tools and algorithms for analyzing images Jan Erik Solem - okladka książki

Programming Computer Vision with Python. Tools and algorithms for analyzing images Jan Erik Solem - okladka książki

Programming Computer Vision with Python. Tools and algorithms for analyzing images Jan Erik Solem - audiobook MP3

Programming Computer Vision with Python. Tools and algorithms for analyzing images Jan Erik Solem - audiobook CD

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264
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Ebook (186,15 zł najniższa cena z 30 dni)

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If you want a basic understanding of computer vision’s underlying theory and algorithms, this hands-on introduction is the ideal place to start. You’ll learn techniques for object recognition, 3D reconstruction, stereo imaging, augmented reality, and other computer vision applications as you follow clear examples written in Python.

Programming Computer Vision with Python explains computer vision in broad terms that won’t bog you down in theory. You get complete code samples with explanations on how to reproduce and build upon each example, along with exercises to help you apply what you’ve learned. This book is ideal for students, researchers, and enthusiasts with basic programming and standard mathematical skills.

  • Learn techniques used in robot navigation, medical image analysis, and other computer vision applications
  • Work with image mappings and transforms, such as texture warping and panorama creation
  • Compute 3D reconstructions from several images of the same scene
  • Organize images based on similarity or content, using clustering methods
  • Build efficient image retrieval techniques to search for images based on visual content
  • Use algorithms to classify image content and recognize objects
  • Access the popular OpenCV library through a Python interface

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O autorze książki

Jan Erik Solem is a Python enthusiast, former associate professor, and computer vision entrepreneur. He co-founded several computer vision startups, most recently Mapillary, a street imagery computer vision company, and has worked in the tech industry for two decades. Jan Erik is a World Economic Forum technology pioneer and won the Best Nordic Thesis Award 2005-2006 for his dissertation on image analysis and pattern recognition. He is also the author of "Programming Computer Vision with Python" (O'Reilly 2012).

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