Fast, flexible, and advanced augmentation library for deep learning, computer vision, and medical imaging. Albumentations offers a wide range of transformations for both 2D (images, masks, bboxes, keypoints) and 3D (volumes, volumetric masks, keypoints) data, with optimized performance and seamless integration into ML workflows.

albumentations-2.0.5

LICENSE

MANIFEST.in

PKG-INFO

README.md

albumentations.egg-info

SOURCES.txt

dependency_links.txt

requires.txt

top_level.txt

albumentations

__init__.py

augmentations

blur

functional.py

transforms.py

crops

dropout

channel_dropout.py

coarse_dropout.py

grid_dropout.py

mask_dropout.py

xy_masking.py

geometric

resize.py

rotate.py

mixing

domain_adaptation.py

domain_adaptation_functional.py

spectrogram

transform.py

text

transforms3d

utils.py

check_version.py

core

bbox_utils.py

composition.py

hub_mixin.py

keypoints_utils.py

label_manager.py

pydantic.py

serialization.py

transforms_interface.py

type_definitions.py

validation.py

pytorch

pyproject.toml

setup.cfg

setup.py

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(Experimental) An ambiguous license classifier was found.

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Ambiguous License Classifier

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Bad text encoding

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Bad semver

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Bad dependency semver

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Bidirectional unicode control characters

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What is bin script confusion?

Bin script confusion

Semantic versions published out of chronological order.

What is a chronological version anomaly?

Chronological version anomaly

Project maintainer's SSH key has been compromised.

What is a compromised SSH key?

Compromised SSH key

(Experimental) Copyleft license information was found.

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Copyleft License

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Title

Critical CVE

Contains a high severity Common Vulnerability and Exposure (CVE).

What is a CVE?

High CVE

Uses debug, reflection and dynamic code execution features.

What is debug access?

Debug access

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Deprecated

(Experimental) Contains a known deprecated SPDX license exception.

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Deprecated SPDX exception

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Deprecated license

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Possible typosquat attack

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Dynamic require

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Empty package

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File dependency

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Filesystem access

Package has a dependency with a floating version range. This can cause issues if the dependency publishes a new major version.

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Wildcard dependency

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Git dependency

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GitHub dependency

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AI-detected potential code anomaly

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AI-detected potential security risk

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Native code

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High entropy strings

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Unicode homoglyphs

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HTTP dependency

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Install scripts

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Invalid manifest file

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Invisible chars

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License change

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Long strings

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Major refactor

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Known malware

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Manifest confusion

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Medium CVE

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Low CVE

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