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.
License: Permissive (MIT)
Published: 9 months ago
Licenses
No license compliance issues
Secrets
No sensitive information found
Vulnerabilities
No known vulnerabilities detected
Hardening
No application hardening issues
Tampering
No evidence of software tampering
Malware
No evidence of malware inclusion
IMPORTANT: This package had 3 removal incidents in versions published within 2 years prior to the latest
Latest version with removal incident detected: over 1 year ago
Version: 1.4.9 INCIDENTS FOR THIS VERSION:
List of software behaviors discovered with static code analysis.
Contains URLs that link to interesting file formats. 3 network
Prevalence in PyPI community Behavior often found in this community (Common) 105.97k packages
in community
Contains URLs that use suspicious top-level domains. 1 network
Prevalence in PyPI community Behavior often found in this community (Common) 15.95k packages
in community
Contains URLs that use non-standard ports. 1 network
Prevalence in PyPI community Behavior often found in this community (Common) 61.42k packages
in community
Contains URLs related to social network URLs. 1 network
Prevalence in PyPI community Behavior often found in this community (Common) 36.17k packages
in community
Contains URLs related to Heroku, a platform-as-a-service (PaaS) cloud provider. 1 network
Prevalence in PyPI community Behavior uncommon for this community (Uncommon) 13.41k packages
in community
The software package does not declare any source code repository. 1 anomaly
Prevalence in PyPI community Behavior often found in this community (Common) 413.79k packages
in community
Queries the value of an environment variable. 1 search
Prevalence in PyPI community Behavior often found in this community (Common) 173.79k packages
in community
Writes data to the STDOUT stream. 5 execution
Prevalence in PyPI community Behavior often found in this community (Common) 461.31k packages
in community
Contains URLs related to search engines. 2 network
Prevalence in PyPI community Behavior often found in this community (Common) 77.37k packages
in community
Imports the "torch" (PyTorch) module, which is a machine learning framework based on the Torch library. 2 execution
Prevalence in PyPI community Behavior uncommon for this community (Uncommon) 29.9k packages
in community