Horizontal Flip

Probability 0.5

Vertical Flip

Probability 0.5

Random Rotate 90°

Probability 0.5

Fine Rotation

Prob: 0.5

Limit: ±30°

Shift / Scale / Rotate (SSR)

Prob: 0.5

Rot: ±25°

Shift: 0.06

Scale: 0.1

Affine (Shear)

Prob: 0.5

Shear: ±12°

Random Sized BBox Safe Crop

Crops a random part of the image ensuring objects are kept, then resizes to training size.

Probability 0.5

To Gray

Probability 0.1

Hue Saturation Value

Prob: 0.5

Hue: ±20

Sat: ±30

Val: ±20

Brightness & Contrast

Prob: 0.5

Bright: ±0.2

Contrast: ±0.2

Gaussian Blur

Prob: 0.3

Limit: 7px

Gaussian Noise

Prob: 0.3

Var Limit: 50

CoarseDropout

Prob: 0.5

Holes: 1

Size: 64px

Mosaic

Probability 0.5