MPG.eBooks - Search Results

1

Deep learning CNN : convolutional neural networks with Python

Published 2022

Packt Publishing

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2

Reinforcement learning for finance : solve problems in finance with CNN and RNN using the TensorFlow library

by Ahlawat, Samit
Published 2023

Apress L. P.

Table of Contents: “...3.1 A Simple CNN -- 3.2 Neural Network Layers Used in CNNs -- 3.3 Output Shapes and Trainable...”

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3

Neural networks with R : smart models using CNN, RNN, deep learning, and artificial intelligence principles

by Ciaburro, Giuseppe, Venkateswaran, Balaji
Published 2017

Packt Publishing

Table of Contents: “...Neural networks with R : smart models using CNN, RNN, deep learning, and artificial intelligence...”

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4

Python shen du xue xi ru men : cong ling gou jian CNN he RNN = Deep learning from scratch

by Weidman, Seth
Published 2021

Ren min you dian chu ban she

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5

Practical convolutional neural networks : implement advanced deep learning models using Python

by Sewak, Mohit, Karim, Rezaul, Pujari, Pradeep
Published 2018

Packt Publishing

Table of Contents: “... Build Your First CNN and Performance Optimization Popular CNN Model's Architectures Transfer Learning...”

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6

Computer vision using deep learning : neural network architectures with Python and Keras

by Verdhan, Vaibhav
Published 2021

Apress

“..., Inception, R-CNN, Fast R-CNN, Faster R-CNN, Mask R-CNN, YOLO, and SqueezeNet and see how they work alongside...”

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7

Deep learning with applications using Python : chatbots and face, object, and speech recognition with TensorFlow and Keras

by Manaswi, Navin Kumar
Published 2018

Apress

Table of Contents: “...: Convolutional Neural Networks; Different Layers in a CNN; CNN Architectures; Chapter 7: CNN in TensorFlow; Why...”

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8

Hands-on convolutional neural networks with TensorFlow : solve computer vision problems with modeling in TensorFlow and Python

by Zafar, Iffat
Published 2018

Packt Publishing

Table of Contents: “... - Sliding window -- Using heuristics to guide us (R-CNN) -- Problems -- Fast R-CNN -- Faster R-CNN -- Region...”

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9

Deep Learning for Natural Language Processing : Solve Your Natural Language Processing Problems with Smart Deep Neural Networks

by Reddy Bokka, Karthiek
Published 2019

Packt Publishing, Limited

Table of Contents: “... 18: Finding Out How Computers See Images; Understanding the Architecture of a CNN; Feature Extraction...”

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10

Deep learning for chest radiographs : computer-aided classification

by Chandola, Yashvi
Published 2021

Academic Press

“... acyclic graph networks, lightweight CNN models, deep feature extraction, and conventional machine learning...”

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11

Advanced applied deep learning : convolutional neural networks and object detection

by Michelucci, Umberto
Published 2019

Apress

Table of Contents: “...; Building Blocks of a CNN; Convolutional Layers; Pooling Layers; Stacking Layers Together; Number of Weights...”

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12

Practical computer vision applications using deep learning with CNNs : with detailed examples in Python using TensorFlow and Kivy

by Gad, Ahmed Fawzy
Published 2018

Apress

“... on computer vision applications that use the convolutional neural network (CNN) deep learning model and Python...”

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13

Understanding convolutional neural networks (CNNs) : learn how to implement CNNs to generate visualizations

by Watson, Nell
Published 2017

O'Reilly

“... in visualization and image enhancement. The course covers concepts, processes, and technologies such as CNN layers...”

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14

Swarm intelligence and evolutionary computation : theory, advances and applications in machine learning and deep learning

by Kouziokas, Georgios N.
Published 2023

CRC Press

Table of Contents: “... -- Deep CNN (Convolutional Neural Networks) -- CNN and LSTM optimization -- Topology optimization...”

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15

Image analysis and text classification using CNNs in PyTorch : learn to build powerful image and document classifiers in minutes

by Mohandas, Goku
Published 2018

O'Reilly

“...; shows you how to create a simple convolutional neural network (CNN) with PyTorch; and demonstrates how...”

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16

Generative deep learning : teaching machines to paint, write, compose, and play

by Foster, David
Published 2023

O'Reilly Media, Incorporated

Table of Contents: “... -- Evaluating the Model -- Convolutional Neural Network (CNN) -- Convolutional Layers...”

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17

Deep learning with PyTorch : a practical approach to building neural network models using PyTorch

by Subramanian, Vishnu
Published 2018

Packt Publishing

Table of Contents: “... -- Introduction to neural networks -- MNIST -- getting data -- Building a CNN model from scratch -- Conv2d...”

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18

Computer Vision : Python OCR & Object Detection Quick Starter

by Nelson, Abhilash
Published 2020

Packt Publishing

“... Explore convolutional neural networks pre-trained models for image recognition Use Mask R-CNN pre-trained...”

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19

Deep learning with Azure : building and deploying artificial intelligence solutions on the Microsoft AI platform

by Salvaris, Mathew, Dean, Danielle, Tok, Wee-Hyong
Published 2018

Apress

Table of Contents: “... Linear Unit; CNN Architecture; Training Classification CNN; Why CNNs; Training CNN on CIFAR10; Training a...”

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20

PyTorch recipes : a problem-solution approach

by Mishra, Pradeepta
Published 2019

Apress

Table of Contents: “... -- CNN and RNN using PyTorch -- Introduction to neural networks using PyTorch -- Supervised learning...”

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