RandomResizedCrop Albumentations transform

Commercial

Albumentations in production?

Get license

RandomResizedCrop

Random crop with scale and ratio ranges (torchvision-style), then resize to size.

RandomResizedCrop

Random crop with scale and ratio ranges (torchvision-style), then resize to size.

RandomResizedCrop

Random crop with scale and ratio ranges (torchvision-style), then resize to size.

Parameters

Size

Scale

Ratio

Interpolation

Mask Interpolation

Area For Downscale

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

RandomResizedCrop

Random crop with scale and ratio ranges (torchvision-style), then resize to size.

RandomResizedCrop

Random crop with scale and ratio ranges (torchvision-style), then resize to size.

RandomResizedCrop

Random crop with scale and ratio ranges (torchvision-style), then resize to size.

Parameters

Size

Scale

Ratio

Interpolation

Mask Interpolation

Area For Downscale

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