Skip to main content
. 2022 Jul 22;5:102. doi: 10.1038/s41746-022-00635-4

Table 6.

Operations involved in the MoCo pre-training.

Operation Parameters
Horizontal and vertical flipping
Random rotations 90, 180, 270 degress
Hue saturation value Hue_limit (−20, 20), Saturation_limit (−30, 20), Value limit (−20, 20)
RGBShift R_shift (−20,10), G_shift (−20, 10), B_shift (−20, 10),
CLAHE Clip_limit = 1.0, tile_grid_size = (4,4)
Random brightness Limit = 0.2
Random contrast Limit = 0.2
Gaussian noise Limit (10, 50), mean = 0
Elastic transformation Alpha = 1, sigma = 30, alpha_affine = 30
Grid distorsion Num_steps = 3, distort limit = 0.3
GlassBlur Sigma = 0.1, max_delta = 1, iterations = 1
Optical distorsion distort limit = 0.3, shift_limit = 0.3