RandomSizedBBoxSafeCrop Albumentations transform

Commercial

Albumentations in production?

Get license

RandomSizedBBoxSafeCrop

Random crop keeping every bbox inside, then resize to (height, width). erosion_rate sets

RandomSizedBBoxSafeCrop

Random crop keeping every bbox inside, then resize to (height, width). erosion_rate sets

RandomSizedBBoxSafeCrop

Random crop keeping every bbox inside, then resize to (height, width). erosion_rate sets

Parameters

Height

Width

Erosion Rate

Interpolation

Mask Interpolation

Bounding Box Parameters

Use Oriented Bounding Boxes (OBB)

MinArea

MinVisibility

Transform parameters are image size-dependent. For accurate results, test with your own images or similar-sized ones.

Show overlays:

Mask

Bounding Boxes

Keypoints

Classes

body
right eye
left eye
nose
right lip
left lip

Original

Transformed

Commercial

Albumentations in production?

Get license

RandomSizedBBoxSafeCrop

Random crop keeping every bbox inside, then resize to (height, width). erosion_rate sets

RandomSizedBBoxSafeCrop

Random crop keeping every bbox inside, then resize to (height, width). erosion_rate sets

RandomSizedBBoxSafeCrop

Random crop keeping every bbox inside, then resize to (height, width). erosion_rate sets

Parameters

Height

Width

Erosion Rate

Interpolation

Mask Interpolation

Bounding Box Parameters

Use Oriented Bounding Boxes (OBB)

MinArea

MinVisibility

Transform parameters are image size-dependent. For accurate results, test with your own images or similar-sized ones.

Show overlays:

Mask

Bounding Boxes

Keypoints

Classes

body
right eye
left eye
nose
right lip
left lip

Original

Transformed