Hands-On Image Processing with Python
Expert techniques for advanced image analysis and effective interpretation of image data
| Price | $44.99 - $58.40
|
| Rating |  |
| Author | Sandipan Dey |
| Publisher | Packt Publishing |
| Published | 2018 |
| Pages | 492 |
| Language | English |
| Format | Paper book / ebook (PDF) |
| ISBN-10 | 1789343739 |
| ISBN-13 | 9781789343731 |
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.
- Sandipan Dey
5 5 7
Similar Books
Hands-On Bitcoin Programming with Python 
by Harish Kumar Garg
Bitcoin is a cryptocurrency that's changing the face of online payments. Hands-On Bitcoin Programming with Python teaches you to build software applications for mining and creating Bitcoins using Python.This book starts with the basics of both Bitcoin and blockchain and gives you an overview of these inherent concepts by showing you ...
Price: $24.99 | Publisher: Packt Publishing | Release: 2018
Hands-On Markov Models with Python
by Ankur Ankan, Abinash Panda
Hidden Markov Model (HMM) is a statistical model based on the Markov chain concept. Hands-On Markov Models with Python helps you get to grips with HMMs and different inference algorithms by working on real-world problems. The hands-on examples explored in the book help you simplify the process flow in machine learning by using Markov mode...
Price: $34.99 | Publisher: Packt Publishing | Release: 2018
Hands-on Machine Learning with Python
by Ashwin Pajankar, Aditya Joshi
Here is the perfect comprehensive guide for readers with basic to intermediate level knowledge of machine learning and deep learning. It introduces tools such as NumPy for numerical processing, Pandas for panel data analysis, Matplotlib for visualization, Scikit-learn for machine learning, and Pytorch for deep learning with Python. It als...
Price: $38.06 | Publisher: Apress | Release: 2022
Hands-On GPU Programming with Python and CUDA
by Dr. Brian Tuomanen
Hands-On GPU Programming with Python and CUDA hits the ground running: you'll start by learning how to apply Amdahl's Law, use a code profiler to identify bottlenecks in your Python code, and set up an appropriate GPU programming environment. You'll then see how to "query" the GPU's features and copy arrays o...
Price: $44.99 | Publisher: Packt Publishing | Release: 2018
Natural Language Processing with Python
by Steven Bird, Ewan Klein, Edward Loper
This book offers a highly accessible introduction to Natural Language Processing, the field that underpins a variety of language technologies ranging from predictive text and email filtering to automatic summarization and translation. You'll learn how to write Python programs to analyze the structure and meaning of texts, drawing on ...
Price: $20.10 | Publisher: O'Reilly Media | Release: 2009
Image Processing with ImageJ, 2nd Edition
by Jurjen Broeke, Jose Maria Mateos Perez, Javier Pascau
Advances in image processing have been vital for the scientific and technological communities, making it possible to analyze images in greater detail than ever before. But as images become larger and more complex, advanced processing techniques are required. ImageJ is built for the modern challenges of image processing - it's one of ...
Price: $20.98 | Publisher: Packt Publishing | Release: 2015
Hands-On Transfer Learning with Python
by Dipanjan Sarkar, Raghav Bali, Tamoghna Ghosh
Transfer learning is a machine learning (ML) technique where knowledge gained during training a set of problems can be used to solve other similar problems.The purpose of this book is two-fold; firstly, we focus on detailed coverage of deep learning (DL) and transfer learning, comparing and contrasting the two with easy-to-follow concepts...
Price: $44.99 | Publisher: Packt Publishing | Release: 2018
Hands-On MQTT Programming with Python
by Gaston C. Hillar
MQTT is a lightweight messaging protocol for small sensors and mobile devices. This book explores the features of the latest versions of MQTT for IoT and M2M communications, how to use them with Python 3, and allow you to interact with sensors and actuators using Python.The book begins with the specific vocabulary of MQTT and its working ...
Price: $38.99 | Publisher: Packt Publishing | Release: 2018