Volumentations

augmented_teapot

Python library for 3d data augmentaiton. Hard fork from alumentations.

For more information on available augmentations check documentation.

Or, check simple example in colab:

Setup

pip install volumentations

Usage example

import volumentations as V
import numpy as np

augmentation = V.Compose(
    [
        V.Scale3d(scale_limit=(0.2, 0.2, 0.1), p=0.75),
        V.OneOrOther(
            V.Compose(
                [
                    V.RotateAroundAxis3d(
                        rotation_limit=np.pi, axis=(0, 0, 1), always_apply=True
                    ),
                    V.RotateAroundAxis3d(
                        rotation_limit=np.pi / 3, axis=(0, 1, 0), always_apply=True
                    ),
                    V.RotateAroundAxis3d(
                        rotation_limit=np.pi / 3, axis=(1, 0, 0), always_apply=True
                    ),
                ],
                p=1,
            ),
            V.Flip3d(axis=(0, 0, 1)),
        ),
        V.OneOf(
            [
                V.RandomDropout3d(dropout_ratio=0.2, p=0.75),
                V.RandomDropout3d(dropout_ratio=0.3, p=0.5),
            ]
        ),
    ]
)

augmented_teapot = augmentation(points=teapot.copy())["points"]
show_augmentation(teapot, augmented_teapot)

Metadata

Release files for volumentations 0.1.9

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for volumentations 0.1.9
File	Size	Uploaded
volumentations-0.1.9.tar.gz	126.2 kB	Jun 17, 2025	Details

Built distribution (wheel)

Table of built distributions (wheels) for volumentations 0.1.9
File	Interpreter	ABI	Platform	Reset
volumentations-0.1.9-py3-none-any.whl 15.9 kB Jun 17, 2025	Python 3	none	any	Details

Total release size: 142.0 kB

Release files / volumentations-0.1.9.tar.gz

Download URL	volumentations-0.1.9.tar.gz
Size	126.2 kB
Tags	Source
SHA-256 checksum How to use checksums	`aba5d1f79a905297d5ddc51af941a86ee61b01eb8832c1049aee4fb9b220b24a`
BLAKE2b-256 checksum How to use checksums	`2d8cd9fd97d8bfb13007fde059e1e22b14cc1e88a7ef940b1d5d3b085e1d2774`
Upload date	Jun 17, 2025
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`uv/0.5.4`

Release files / volumentations-0.1.9-py3-none-any.whl

Download URL	volumentations-0.1.9-py3-none-any.whl
Size	15.9 kB
Tags	Python 3
SHA-256 checksum How to use checksums	`1a660a5776269f520424d047ad5bfced7e60ae852b3c3c8bd3ba445cef4a8e19`
BLAKE2b-256 checksum How to use checksums	`b7045f4e659093c7860b3a390bb2850c2d92f5e815e253943a5f98c9eb7a8d0f`
Upload date	Jun 17, 2025
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`uv/0.5.4`