R/transforms-generics.R
transform_random_erasing.Rd
'Random Erasing Data Augmentation' by Zhong et al. See https://arxiv.org/pdf/1708.04896.pdf
transform_random_erasing( img, p = 0.5, scale = c(0.02, 0.33), ratio = c(0.3, 3.3), value = 0, inplace = FALSE )
img | A |
---|---|
p | probability that the random erasing operation will be performed. |
scale | range of proportion of erased area against input image. |
ratio | range of aspect ratio of erased area. |
value | erasing value. Default is 0. If a single int, it is used to erase all pixels. If a tuple of length 3, it is used to erase R, G, B channels respectively. If a str of 'random', erasing each pixel with random values. |
inplace | boolean to make this transform inplace. Default set to FALSE. |
Other transforms:
transform_adjust_brightness()
,
transform_adjust_contrast()
,
transform_adjust_gamma()
,
transform_adjust_hue()
,
transform_adjust_saturation()
,
transform_affine()
,
transform_center_crop()
,
transform_color_jitter()
,
transform_convert_image_dtype()
,
transform_crop()
,
transform_five_crop()
,
transform_grayscale()
,
transform_hflip()
,
transform_linear_transformation()
,
transform_normalize()
,
transform_pad()
,
transform_perspective()
,
transform_random_affine()
,
transform_random_apply()
,
transform_random_choice()
,
transform_random_crop()
,
transform_random_grayscale()
,
transform_random_horizontal_flip()
,
transform_random_order()
,
transform_random_perspective()
,
transform_random_resized_crop()
,
transform_random_rotation()
,
transform_random_vertical_flip()
,
transform_resized_crop()
,
transform_resize()
,
transform_rgb_to_grayscale()
,
transform_rotate()
,
transform_ten_crop()
,
transform_to_tensor()
,
transform_vflip()