Building Computer Vision Applications Using Artificial Neural Networks: With Step-by-Step Examples in OpenCV and TensorFlow with Python

Index

A

Accuracy

Accuracy vs. epoch

Activation function

AdaGrad optimizer

Adam optimization algorithm

Adaptive gradient algorithm (Adagrad)

Adaptive thresholding

add() function

AlexNet CNN architecture

features

illustration

Amazon Web Services (AWS)

definition

Horovod

MirroredStrategy

Application-specific integrated circuits (ASICs)

Arithmetic/bitwise operations

addition

AND

methods

NOT

OR

subtraction

XOR

Artificial intelligence (AI) system

Artificial neural network (ANN)

Artificial neuron

Artificial sensing device

Average pooling

B

Backpropagation method

Binarization

adaptive thresholding

Otsu’s

simple thresholding

Binary cross-entropy

build_cnn() function

C

calcHist() function

Canny edge detection

Cluster configuration

Color histogram

calculate

definition

equalizer

grayscale

RGB-based color ...