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 |