November 2023
Intermediate to advanced
541 pages
14h 43m
English
book
Building Computer Vision Applications Using Artificial Neural Networks: With Examples in OpenCV and TensorFlow with Python
by Shamshad Ansari
Content preview from Building Computer Vision Applications Using Artificial Neural Networks: With Examples in OpenCV and TensorFlow with Python
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Index
A
Activation functions
computer vision model
Leaky ReLU
linear activation function
neuron
ReLU
SELU
sigmoid activation function
softmax function
softplus activation function
TanH
Adaptive Gradient (AdaGrad)
Adaptive Moment (Adam)
AlexNet
Amazon Simple Storage Service (Amazon S3)
Amazon Web Services (AWS)
Anchor boxes
Application-specific integrated circuits (ASICs)
Arithmetic operations
addition
add() function
addWeighted() function
images
OpenCV
original image
subtraction
cats images
constant subtraction
cv2.subtract() function
NumPy
pixel values
resizing images
Artificial intelligence (AI)
Artificial neural network (ANN)
artificial neuron
human brain function
human eye functions
information processing, human neurons
interpreting ...
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I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.