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1
Deep learning
CNN
: convolutional neural networks with Python
Published 2022
Packt Publishing
Call Number:
Q325.73
Read Now
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...
”
Call Number:
Q325.6
Read Now
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...
”
Call Number:
QA76.73.R3
Read Now
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
Call Number:
QA76.73.P98
Read Now
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...
”
Call Number:
QA76.87
Read Now
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...
”
Call Number:
TA1634
Read Now
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...
”
Call Number:
QA76.73.P98
Read Now
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...
”
Call Number:
QA76.87
Read Now
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...
”
Call Number:
QA76.9.N38
Read Now
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...
”
Call Number:
RC941
Read Now
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...
”
Call Number:
Q325.5
Read Now
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...
”
Call Number:
Q337.5
Read Now
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...
”
Call Number:
QA76.87
Read Now
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...
”
Call Number:
Q337.3
Read Now
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...
”
Call Number:
QA76.87
Read Now
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...
”
Call Number:
Q325.5
Read Now
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...
”
Call Number:
QA76.87
Read Now
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...
”
Read Now
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...
”
Call Number:
QA76.585
Read Now
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...
”
Call Number:
QA76.87
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