Hands-On Image Processing with Python
This book covers how to use the image processing libraries in Python. It will enable you to write code snippets to implement complex image processing algorithms such as image enhancement, filtering, segmentation, object detection, and more. You will also be able to use machine learning and deep learning models and learn to implement them with ease.
Offered by
Difficulty Level
Intermediate
Completion Time
16h24m
Language
English
About Book
Who Is This Book For?
This book is for Computer Vision Engineers, and machine learning developers who are good with Python programming and want to explore details and complexities of image processing. No prior knowledge of the image processing techniques is expected.
Hands-On Image Processing with Python
- About Book
- Who Is This Book For?
- Book Content
Book content
chapters • 16h24m total length
Getting started with Image Processing
Sampling Fourier Transform
Convolution and Frequency domain Filtering
Image Enhancement
Image Enhancement using Derivatives
Morphological Image Processing
Extracting Image Features and Descriptors
Image Segmentation
Classical Machine Learning Methods
Learning in Image Processing - Image Classification with CNN
Object Detection, Deep Segmentation and Transfer Learning
Additional Problems in Image Processing
Related Resources
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