Do you want to create #generativeart with #rstats? I made a package for this purpose. It is called generativeart and you can find it on Github.
One overly simple but useful definition is that generative art is art programmed using a computer that intentionally introduces randomness as part of its creation process.
— Why Love Generative Art? – Artnome
generativeart let’s you create images based on many thousand points. The position of every single point is calculated by a formula, which has random parameters. Because of the random numbers, every image looks different.
In order to make an image reproducible,
generative art implements a log file that saves the
seed and the
You can install the package with the
devtools package directly from Github:
generativeart uses the
The package works with a specific directory structure that fits my needs best. The first step is to create it with
setup_directories(). All images are saved by default in
img/everything/. I use
img/handpicked/ to choose the best ones. In
logfile/ you will find a
csv file that saves the
seed and the used
library(generativeart) # set the paths IMG_DIR <- "img/" IMG_SUBDIR <- "everything/" IMG_SUBDIR2 <- "handpicked/" IMG_PATH <- paste0(IMG_DIR, IMG_SUBDIR) LOGFILE_DIR <- "logfile/" LOGFILE <- "logfile.csv" LOGFILE_PATH <- paste0(LOGFILE_DIR, LOGFILE) # create the directory structure generativeart::setup_directories(IMG_DIR, IMG_SUBDIR, IMG_SUBDIR2, LOGFILE_DIR) # include a specific formula, for example: my_formula <- list( x = quote(runif(1, -1, 1) * x_i^2 - sin(y_i^2)), y = quote(runif(1, -1, 1) * y_i^3 - cos(x_i^2)) ) # call the main function to create five images with a polar coordinate system generativeart::generate_img(formula = my_formula, nr_of_img = 5, polar = TRUE)
- You can create as many images as you want by setting
- For every image a seed is drawn from a number between 1 and 10000.
- This seed determines the random numbers in the formula.
- You can choose between cartesian and polar coordinate systems by setting
polar = TRUEor
polar = FALSE
- the formula is a
It is a good idea to use the sine and cosine in the formula, since it guarantees nice shapes, especially when combined with a polar coordinate system. One simple example:
my_formula <- list( x = quote(runif(1, -1, 1) * x_i^2 - sin(y_i^2)), y = quote(runif(1, -1, 1) * y_i^3 - cos(x_i^2)) ) generativeart::generate_img(formula = my_formula, nr_of_img = 5, polar = TRUE)
Two possible images:
seed = 1821,
polar = TRUE:
seed = 5451,
polar = FALSE:
The corresponding log file looks like that:
|2018-11-16-17-13_seed_1821.png||1821||runif(1, -1, 1) * x_i^2 – sin(y_i^2)||runif(1, -1, 1) * y_i^3 – cos(x_i^2)|
|2018-11-16-17-12_seed_5451.png||5451||runif(1, -1, 1) * x_i^2 – sin(y_i^2)||runif(1, -1, 1) * y_i^3 – cos(x_i^2)|
The basic concept is heavily inspired by Fronkonstin’s great blog.