PixelDropout Albumentations transform

PixelDropout

Drop random pixels. dropout_prob, per_channel, drop_value; applies to image and mask. Fill:

PixelDropout

Drop random pixels. dropout_prob, per_channel, drop_value; applies to image and mask. Fill:

PixelDropout

Drop random pixels. dropout_prob, per_channel, drop_value; applies to image and mask. Fill:

Dropout Prob

Per Channel

Drop Value

Mask Drop Value

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

Original

Transformed

PixelDropout

Drop random pixels. dropout_prob, per_channel, drop_value; applies to image and mask. Fill:

PixelDropout

Drop random pixels. dropout_prob, per_channel, drop_value; applies to image and mask. Fill:

PixelDropout

Drop random pixels. dropout_prob, per_channel, drop_value; applies to image and mask. Fill:

Dropout Prob

Per Channel

Drop Value

Mask Drop Value

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

Original

Transformed