عنوان

Practical machine learning and image processing :

شابک

1484241495

شابک

1484241509

شابک

9781484241493

شابک

9781484241509

شابک اشتباه

1484241487

شابک اشتباه

9781484241486

عنوان اصلي

Practical machine learning and image processing :

نام عام مواد

[Book]

ساير اطلاعات عنواني

for facial recognition, object detection, and pattern recognition using Python /

نام نخستين پديدآور

Himanshu Singh.

محل نشرو پخش و غیره

[Berkeley, California] :

نام ناشر، پخش کننده و غيره

Apress,

تاریخ نشرو بخش و غیره

[2019]

نام خاص و کميت اثر

1 online resource

متن يادداشت

Setup environment -- Introduction to image processing -- Basics of Python and SciKit Image -- Advanced image processing using OpenCV -- Image processing using machine learning -- Real-time use cases -- Appendix: Important concepts and terminology.

بدون عنوان

0

متن يادداشت

Gain insights into image-processing methodologies and algorithms, using machine learning and neural networks in Python. This book begins with the environment setup, understanding basic image-processing terminology, and exploring Python concepts that will be useful for implementing the algorithms discussed in the book. You will then cover all the core image processing algorithms in detail before moving onto the biggest computer vision library: OpenCV. You?ll see the OpenCV algorithms and how to use them for image processing. The next section looks at advanced machine learning and deep learning methods for image processing and classification. You?ll work with concepts such as pulse coupled neural networks, AdaBoost, XG boost, and convolutional neural networks for image-specific applications. Later you?ll explore how models are made in real time and then deployed using various DevOps tools. All the concepts in Practical Machine Learning and Image Processing are explained using real-life scenarios. After reading this book you will be able to apply image processing techniques and make machine learning models for customized application. You will: Discover image-processing algorithms and their applications using Python Explore image processing using the OpenCV library Use TensorFlow, scikit-learn, NumPy, and other libraries Work with machine learning and deep learning algorithms for image processing Apply image-processing techniques to five real-time projects.

منبع سفارش / آدرس اشتراک

OverDrive, Inc.

منبع سفارش / آدرس اشتراک

Safari Books Online

شماره انبار

5B25C9F1-3D51-4A69-AACD-725D86CFF768

شماره انبار

CL0501000040

شماره استاندارد بين المللي کتاب و موسيقي

9781484241486

موضوع مستند نشده

Image processing-- Digital techniques.

موضوع مستند نشده

Machine learning.

موضوع مستند نشده

Optical data processing.

موضوع مستند نشده

Python (Computer program language)

موضوع مستند نشده

Image processing-- Digital techniques.

موضوع مستند نشده

Machine learning.

موضوع مستند نشده

Optical data processing.

موضوع مستند نشده

Python (Computer program language)

موضوع مستند نشده

COM004000

موضوع مستند نشده

UYQ

موضوع مستند نشده

UYQ

شماره

ويراست

شماره رده

نشانه اثر

مستند نام اشخاص تاييد نشده

Singh, Himanshu

تاريخ عمليات

20200823032554.0

قواعد فهرست نويسي ( بخش توصيفي )

pn

نام الکترونيکي

نوع ماده

[Book]

تكميل شده

Y