animl (version 1.1.0)

ImageGeneratorSize: Tensorflow data generator that resizes images and returns original image size.

Description

Creates an image data generator that resizes images if requested and also returns the original images size needed for MegaDetector.

Usage

ImageGeneratorSize(
  files,
  resize_height = NULL,
  resize_width = NULL,
  pad = FALSE,
  standardize = FALSE,
  batch = 1
)

Value

A Tensorflow image data generator.

Arguments

files

a vector of file names

resize_height

the height the cropped image will be resized to. If NULL returns original size images.

resize_width

the width the cropped image will be resized to. If NULL returns original size images..

pad

pad the image instead of stretching it, TRUE or FALSE.

standardize

standardize the image to the range 0 to 1, TRUE or FALSE.

batch

the batch size for the image generator.

Examples

if (FALSE) {
dataset <- ImageGenerator(images, standardize = FALSE, batch = batch)
}