dlib (version 1.0.3.1)

dlib-package: Allow Access to the Dlib C++ Library

Description

'Dlib' <http://dlib.net> is a 'C++' toolkit containing machine learning algorithms and computer vision tools. It is used in a wide range of domains including robotics, embedded devices, mobile phones, and large high performance computing environments. This package allows R users to use 'dlib' through 'Rcpp'.

See Also

inlineCxxPlugin

Examples

# NOT RUN {
library(Rcpp)
library(inline)
library(dlib)

##
## Example adapted from http://dlib.net/surf_ex.cpp.html
## Find the SURF (https://en.wikipedia.org/wiki/Speeded_up_robust_features) 
##   features of an image

## 
## Step 1: 
## Register a function called dlib_surf to read and extract the FHOG features 
## have a look at the file for how it is structured
f <- system.file("extdata", "rcpp_surf.cpp", package = "dlib")
cat(readLines(f), sep = "\n")
sourceCpp(f)

## 
## Step 2: 
## Convert image from jpeg to BMP3 format as ine dlib_surf function, 
##   we assume the file is in BMP3 format 
library(magick)
f <- system.file("extdata", "cruise_boat.jpeg", package = "dlib")
img <- image_read(path = f)
img 
f_bmp <- tempfile(fileext = ".bmp")
image_write(img, path = f_bmp, format = "BMP3")

## 
## Step 3: 
## Apply the function Rcpp function dlib_surf on the image
dlib_surf(f_bmp)
# }