| |
| GetMNIST_ubyte <- function() { |
| if (!dir.exists("data")) { |
| dir.create("data/") |
| } |
| if (!file.exists('data/train-images-idx3-ubyte') | |
| !file.exists('data/train-labels-idx1-ubyte') | |
| !file.exists('data/t10k-images-idx3-ubyte') | |
| !file.exists('data/t10k-labels-idx1-ubyte')) { |
| download.file('http://data.mxnet.io/mxnet/data/mnist.zip', destfile = 'data/mnist.zip') |
| unzip('data/mnist.zip', exdir = 'data/') |
| file.remove('data/mnist.zip') |
| } |
| } |
| |
| GetMNIST_csv <- function() { |
| if (!dir.exists("data")) { |
| dir.create("data/") |
| } |
| if (!file.exists('data/train.csv') | |
| !file.exists('data/test.csv')) { |
| download.file('https://apache-mxnet.s3-accelerate.dualstack.amazonaws.com/R/data/mnist_csv.zip', |
| destfile = 'data/mnist_csv.zip') |
| unzip('data/mnist_csv.zip', exdir = 'data/') |
| file.remove('data/mnist_csv.zip') |
| } |
| } |
| |
| GetCifar10 <- function() { |
| if (!dir.exists("data")) { |
| dir.create("data/") |
| } |
| if (!file.exists('data/cifar/train.rec') | |
| !file.exists('data/cifar/test.rec') | |
| !file.exists('data/cifar/train.lst') | |
| !file.exists('data/cifar/test.lst')) { |
| download.file('http://data.mxnet.io/mxnet/data/cifar10.zip', |
| destfile = 'data/cifar10.zip') |
| unzip('data/cifar10.zip', exdir = 'data/') |
| file.remove('data/cifar10.zip') |
| } |
| } |
| |
| GetInception <- function() { |
| if (!dir.exists("model")) { |
| dir.create("model/") |
| } |
| if (!file.exists('model/Inception-BN-0126.params')) { |
| download.file('http://data.dmlc.ml/models/imagenet/inception-bn/Inception-BN-0126.params', |
| destfile = 'model/Inception-BN-0126.params') |
| } |
| if (!file.exists('model/Inception-BN-symbol.json')) { |
| download.file('http://data.dmlc.ml/models/imagenet/inception-bn/Inception-BN-symbol.json', |
| destfile = 'model/Inception-BN-symbol.json') |
| } |
| } |
| |
| GetCatDog <- function() { |
| if (!dir.exists("data")) { |
| dir.create("data/") |
| } |
| if (!file.exists('data/cats_dogs/cats_dogs_train.rec') | |
| !file.exists('data/cats_dogs/cats_dogs_val.rec')) { |
| download.file('https://apache-mxnet.s3-accelerate.dualstack.amazonaws.com/R/data/cats_dogs.zip', |
| destfile = 'data/cats_dogs.zip') |
| unzip('data/cats_dogs.zip', exdir = 'data/') |
| file.remove('data/cats_dogs.zip') |
| } |
| } |
| |
| GetMovieLens <- function() { |
| if (!dir.exists("data")) { |
| dir.create("data/") |
| } |
| if (!file.exists('data/ml-100k/u.data')) { |
| download.file('http://files.grouplens.org/datasets/movielens/ml-100k.zip', |
| destfile = 'data/ml-100k.zip') |
| unzip('data/ml-100k.zip', exdir = 'data/') |
| file.remove('data/ml-100k.zip') |
| } |
| } |
| |
| GetISBI_data <- function() { |
| if (!dir.exists("data")) { |
| dir.create("data/") |
| } |
| if (!file.exists('data/ISBI/train-volume.tif') | |
| !file.exists('data/ISBI/train-labels.tif')) { |
| download.file('https://apache-mxnet.s3-accelerate.dualstack.amazonaws.com/R/data/ISBI.zip', |
| destfile = 'data/ISBI.zip') |
| unzip('data/ISBI.zip', exdir = 'data/') |
| file.remove('data/ISBI.zip') |
| } |
| } |
| |
| GetCaptcha_data <- function() { |
| if (!dir.exists("data")) { |
| dir.create("data/") |
| } |
| if (!file.exists('data/captcha_example/captcha_train.rec') | |
| !file.exists('data/captcha_example/captcha_test.rec')) { |
| download.file('https://apache-mxnet.s3-accelerate.dualstack.amazonaws.com/R/data/captcha_example.zip', |
| destfile = 'data/captcha_example.zip') |
| unzip('data/captcha_example.zip', exdir = 'data/') |
| file.remove('data/captcha_example.zip') |
| } |
| } |