ImageDataLoaders_from_csv: ImageDataLoaders from csv

In fastai: Interface to 'fastai'

ImageDataLoaders from csv

Description

Create from 'path/csv_fname' using 'fn_col' and 'label_col'

Usage

ImageDataLoaders_from_csv(
  path,
  csv_fname = "labels.csv",
  header = "infer",
  delimiter = NULL,
  valid_pct = 0.2,
  seed = NULL,
  fn_col = 0,
  folder = NULL,
  suff = "",
  label_col = 1,
  label_delim = NULL,
  y_block = NULL,
  valid_col = NULL,
  item_tfms = NULL,
  batch_tfms = NULL,
  bs = 64,
  val_bs = NULL,
  size = NULL,
  shuffle_train = TRUE,
  device = NULL,
  ...
)

Arguments

path	The folder where to work
csv_fname	csv file name
header	header
delimiter	delimiter
valid_pct	validation percentage
seed	random seed
fn_col	column name
folder	folder name
suff	suff
label_col	label column
label_delim	label delimiter
y_block	y_block
valid_col	validation column
item_tfms	One or several transforms applied to the items before batching them
batch_tfms	One or several transforms applied to the batches once they are formed
bs	batch size
val_bs	The batch size for the validation DataLoader (defaults to bs)
size	image size
shuffle_train	If we shuffle the training DataLoader or not
device	device name
...	additional parameters to pass

Value

None

fastai documentation built on June 22, 2024, 11:15 a.m.