Beginning Machine Learning in iOS: CoreML Framework

Index

A

Accelerate framework

BLAS and LAPACK library

libraries

low-level vector instructions

vBigNum library

vDSP library

vImage library

vMathLib

Apple’s ML framework

Artificial neural networks (ANNs)

Assembling data

B

Basic Linear Algebra Subprograms (BLAS)

Binary image kernel

C

Central Processing Unit (CPU)

Comma-separated values (CSV)

Core Machine Learning (Core ML)

applications

cloud services

components

domain-specific frameworks

Inceptionv3

photos application prediction

prediction method

pretrained models, integrate

updated interface

viewWillAppear() method

Core ML, conversion

caffe model

execution, caffe model

scratch

tools

Xcode

Create ML framework

custom ML model

custom model creation

data types trained into model

end-to-end ML, Swift

image classification ( see Image classification ...