Hands-On Image Processing with Python - Expert techniques for advanced image analysis and effective interpretation of image data

Sandipan Dey

Sinopsis

Image processing plays an important role in our daily lives with various applications such as in social media (face detection), medical imaging (X-ray, CT-scan), security (fingerprint recognition) to robotics & space. This book will touch the core of image processing, from concepts to code using Python.

The book will start from the classical image processing techniques and explore the evolution of image processing algorithms up to the recent advances in image processing or computer vision with deep learning. We will learn how to use image processing libraries such as PIL, scikit-mage, and scipy ndimage in Python. This book will enable us to write code snippets in Python 3 and quickly implement complex image processing algorithms such as image enhancement, filtering, segmentation, object detection, and classification. We will be able to use machine learning models using the scikit-learn library and later explore deep CNN, such as VGG-19 with Keras, and we will also use an end-to-end deep learning model called YOLO for object detection. We will also cover a few advanced problems, such as image inpainting, gradient blending, variational denoising, seam carving, quilting, and morphing.

By the end of this book, we will have learned to implement various algorithms for efficient image processing.

Disponible desde: 30/11/2018.

Longitud de impresión: 492 páginas.

Ciencia y tecnología

Otros libros que te pueden interesar

Our Little Farm - Adventures in...

Peter Wohlleben, Miriam Wohlleben

Called "a veritable tree whisperer" by the Wall Street Journal, Peter Wohlleben is known across the world for his illuminating books about forests and how to help them thrive. Now, the German forester invites listeners into his home for the first time in Our Little Farm, describing the steps he and his wife, Miriam, have taken to live sustainably and in harmony with nature. 
 
 
 
Peter and Miriam moved from the city to a remote forest lodge in the early nineties. Amidst juggling careers and raising a young family, they learned how to plant and rotate crops, harvest and preserve nature's bounty, and tend to the unique needs of their animals and environment. Along the way, they made mistakes and abandoned some projects (sheep raising was not their thing) but maintained a sense of joy in their shared goal. 
 
 
 
Brimming with insights, wisdom, and tips on everything from constructing farm buildings to choosing the perfect chicken, Our Little Farm shows that, with a little grit, humor, and self-compassion, it's possible to live according to our values and to care for the earth even as we care for ourselves, our homes, and our families.

Ver libro

Let's Clear Things Up - The...

Reuben Setliff

Learn the facts about sinus surgery and the medical and minimally invasive procedures available to you from a pioneer in otolaryngology. Sinuses. Everybody has them. Nobody likes them. The words “sinus” and “issues” are associated together so often, it’s no wonder that over half a million people receive sinus surgery in the US each year. But for many, the problems with their sinuses still persist well after receiving treatment.  With more than thirty years of experience as a sinus surgeon, Dr. Reuben Setliff wants patients to know as much as possible about their sinuses when facing the potentially life-altering choices of surgery and picking a long-term care routine. His tell-all book, Let’s Clear Things Up, explains the differences between optional and necessary surgery, the benefits of minimally invasive procedures, and natural ways to correct sinus problems all on our own. Get informed so that when you walk into a clinic, the air between you and your doctor is clear enough to get you breathing right the first time.

Ver libro

secret to releasing repressed...

Stuart Newman

If you are looking for a way to release repressed memories and childhood trauma, then DST Hypno with Stu Newman is the perfect solution.  
This innovative technique combines hypnosis and psychotherapy in order to help people access their subconscious mind.  
With this method, you can uncover long-forgotten memories that may be holding back your emotional wellbeing or even preventing you from living life to its fullest potential.  
Unlike other forms of therapy, this approach does not require any medication or invasive treatments; instead it works by guiding individuals through an inner journey towards self-discovery and healing.  
The results are often profound as many users report feeling more relaxed and empowered after just one session with Stu Newman!  
So if you want to experience true freedom from the past - try out DST Hypno today!

Ver libro

Reaching the Moon: The History...

Editors Charles River

The Apollo Program is the most famous and celebrated in American history, but the first successful landing of men on the Moon during Apollo 11 had complicated roots dating back over a decade, and it also involved one of NASA’s most infamous tragedies. From 1959-1963, the United States worked toward putting satellites and humans into orbit via the Mercury program, but Eisenhower’s administration was already designing plans for the Apollo program by 1960, a year before the first Russian orbited the Earth and two years before John Glenn became the first American to orbit the Earth. 
At the same time, America would begin missions to the Moon as early as 1958. On March 27, 1958, Secretary of Defense Neil McElroy announced a lunar project for the International Geophysical Year, consisting of three Air Force launches followed by two Army launches of a JPL-designed lunar probe. ARPA directed the Air Force to launch its probes "as soon as possible consistent with the requirement that a minimal amount of useful data concerning the Moon be obtained." 
Throughout the 1960s, NASA would spend tens of billions on missions to the Moon, the most expensive peacetime program in American history to that point, and Apollo was only made possible by the tests conducted through earlier missions, including the historic Ranger Program. Conceived as an early part of the attempt to land a man on the Moon, Ranger was designed to photograph the lunar surface in preparation for future landings. Until Ranger, images of the Moon were only available through Earth-based telescopes, which lacked the detail necessary to determine safe sites for landing a spacecraft. Ranger aimed to fill in that gap of knowledge, and like many of NASA’s missions during the 1960s, the program exemplified both the successes and the failures of the agency’s early years.

Ver libro

Private Pilot Blueprint

Jason Schappert

Jason's objective for this book is to impart to others all that he wishes somebody would have let him know when he began his confidential pilot flight preparing so others can try not to misstep the same way he made that cost him time and cash. You'll have the option to apply the down to earth devices in this book to finish your Confidential Pilot Testament significantly quicker while turning into a protected, capable pilot. Take notes and follow intently as Jason assists you with capitalizing on your flight preparing. 
Would you like to turn into a pilot and you don't know where to begin? The Confidential Pilot Diagram is your conclusive guide to starting your flight process. We'll respond to every one of your inquiries concerning everything from the preparation prerequisites to choosing a flight school and how to continue to grow your points of view once you become a pilot. With MzeroA, you'll gain all that you want to be aware from optimal design to Zulu time. Figuring out how to apply your aeronautical information is the way to turning into a protected pilot and partaking in each flight. We'll share tips that have helped huge number of understudies very much like you accomplish their flight dreams.

Ver libro

Transform Your Menopause...

Ronan Falthorne

Transform Your Menopause Experience: Secrets to Embracing Change and Thriving
⭐⭐ Simplified Guide & Explanations Included⭐⭐
Are you ready to embrace the changes that come with menopause and transform your experience into one of vitality and joy?
Looking for a comprehensive resource that covers everything you need to thrive during this significant transition?
Your search ends here!
This guide is your ultimate companion for deepening your understanding, applying effective strategies, and engaging in practical exercises. With this audiobook, you are set to achieve a fulfilling menopause experience.
Updated to reflect the latest insights and strategies for navigating life's transitions.
Key features of this enhanced guide:
- In-depth understanding of menopausal changes and how to embrace them.
- Effective techniques for managing symptoms and enhancing well-being.
- Proven strategies for personal growth and self-empowerment during menopause.
Our guide stands out through its thorough coverage, which is essential for your success in this transformative period. Concepts are explored deeply, offering clarity and actionable advice.
Crafted in a clear and accessible style, our guide ensures smooth transitions between topics. Say goodbye to confusing jargon and embrace clear, precise, and accurate insights.
So, why wait? Click the BUY NOW button, secure your guide, and begin your journey toward a vibrant menopause experience today!
Transform Your Menopause Experience: Secrets to Embracing Change and Thriving

Ver libro