Szczegóły ebooka

Python Image Processing Cookbook. Over 60 recipes to help you perform complex image processing and computer vision tasks with ease

Python Image Processing Cookbook. Over 60 recipes to help you perform complex image processing and computer vision tasks with ease

Sandipan Dey

Ebook
With the advancements in wireless devices and mobile technology, there's increasing demand for people with digital image processing skills in order to extract useful information from the ever-growing volume of images. This book provides comprehensive coverage of the relevant tools and algorithms, and guides you through analysis and visualization for image processing.
With the help of over 60 cutting-edge recipes, you'll address common challenges in image processing and learn how to perform complex tasks such as object detection, image segmentation, and image reconstruction using large hybrid datasets. Dedicated sections will also take you through implementing various image enhancement and image restoration techniques, such as cartooning, gradient blending, and sparse dictionary learning. As you advance, you'll get to grips with face morphing and image segmentation techniques. With an emphasis on practical solutions, this book will help you apply deep learning techniques such as transfer learning and fine-tuning to solve real-world problems.
By the end of this book, you'll be proficient in utilizing the capabilities of the Python ecosystem to implement various image processing techniques effectively.
  • 1. Image Manipulation and Transformation
  • 2. Image Enhancement
  • 3. Image Restoration
  • 4. Binary Image Processing
  • 5. Image Registration
  • 6. Image Segmentation
  • 7. Image Classification
  • 8. Object Detection in Images
  • 9. Face Detection and Recognition
  • Tytuł: Python Image Processing Cookbook. Over 60 recipes to help you perform complex image processing and computer vision tasks with ease
  • Autor: Sandipan Dey
  • Tytuł oryginału: Python Image Processing Cookbook. Over 60 recipes to help you perform complex image processing and computer vision tasks with ease
  • ISBN: 9781789535181, 9781789535181
  • Data wydania: 2020-04-17
  • Format: Ebook
  • Identyfikator pozycji: e_2acm
  • Wydawca: Packt Publishing