Deep Learning and Computer Vision: Models and Biomedical Applications

Name: Deep Learning and Computer Vision: Models and Biomedical Applications
Brand: Springer, Berlin
SKU: 9789819612840
Price: 209.7 EUR
Availability: InStock

Volume 1

Автор: Uma N Dulhare, Essam Halim Houssein

Език:

Корици: С твърди корици

Издател: Springer, Berlin

Наличност: Външен склад

Изпращаме след 10-13 дни

209.70 € 410.14 лв

This book takes a balanced approach between theoretical understanding and real time applications. Al...

Информация за книгата

Автор

Uma N Dulhare, Essam Halim Houssein

Език

Английски език

Корици

Книга - С твърди корици

Издадена

2025

страници

250

EAN

9789819612840

Enbook ID

46823597

Издател

Springer, Berlin

Теглоt

461

Размери

155 x 235

Пълно описание

This book takes a balanced approach between theoretical understanding and real time applications. All topics show how to explore, build, evaluate and optimize deep learning models with computer vision. Deep learning is integrated with computer vision to enhance the performance of image classification with localization, object detection, object recognition, object segmentation, image style transfer, image colorization, image reconstruction, image super-resolution, image synthesis, motion detection, pose estimation, semantic segmentation in biomedical field. Huge number of efficient approaches/applications and models support medical decisions in the fields of cardiology, dermatology, and radiology. The content of book elaborates deep learning models such as convolution neural networks, deep learning, generative adversarial network, long short-term memory networks (LSTM), autoencoder (AE), restricted Boltzmann machine (RBM), self-organizing map (SOM), deep belief network (DBN), etc.

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Deep Learning and Computer Vision: Models and Biomedical Applications

Volume 1

Информация за книгата

Пълно описание

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Клиенти, които купиха тази книга, купиха също