@@ -6,31 +6,73 @@ requires = [ "setuptools>=45", "wheel" ]
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[project ]
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name = " albumentations"
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- version = " 1.4.23 "
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+ version = " 1.4.24 "
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- description = " Fast, flexible, and advanced image augmentation library for deep learning and computer vision. Albumentations offers a wide range of transformations for images, masks, bounding boxes, and keypoints , with optimized performance and seamless integration into ML workflows."
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+ description = " 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) data , with optimized performance and seamless integration into ML workflows."
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readme = " README.md"
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keywords = [
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+ " 2D augmentation" ,
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+ " 3D augmentation" ,
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+ " aerial photography" ,
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+ " anomaly detection" ,
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+
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" artificial intelligence" ,
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- " bounding box" ,
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+
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+ " autonomous driving" ,
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+ " bounding boxes" ,
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+ # Core Computer Vision Tasks
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+ " classification" ,
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+ # Technical Domains
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" computer vision" ,
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" computer vision library" ,
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" data augmentation" ,
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+
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" data preprocessing" ,
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+ " data science" ,
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" deep learning" ,
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+ " deep learning library" ,
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+
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+ " depth estimation" ,
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+ " face recognition" ,
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+ # Performance & Features
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" fast augmentation" ,
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+ # Data Types & Processing
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" image augmentation" ,
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- " image classification" ,
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" image processing" ,
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" image transformation" ,
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+ # Data Structures
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+ " images" ,
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" instance segmentation" ,
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" keras" ,
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" keypoint detection" ,
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+ " keypoints" ,
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" machine learning" ,
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+ " machine learning tools" ,
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+ " masks" ,
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+ # Application Domains
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+ " medical imaging" ,
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+ " microscopy" ,
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+ " object counting" ,
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" object detection" ,
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+ " optimized performance" ,
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+ " panoptic segmentation" ,
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+ " pose estimation" ,
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+ # Development
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+ " python library" ,
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+ # ML Frameworks
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" pytorch" ,
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+ " quality inspection" ,
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+
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+ " real-time processing" ,
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+
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+ " robotics vision" ,
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+ " satellite imagery" ,
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" semantic segmentation" ,
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" tensorflow" ,
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+ " volumes" ,
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+ " volumetric data" ,
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+ " volumetric masks" ,
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+
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]
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license = { file = " LICENSE" }
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@@ -40,24 +82,48 @@ authors = [ { name = "Vladimir Iglovikov" } ]
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requires-python = " >=3.9"
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classifiers = [
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+ # Development Status
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" Development Status :: 5 - Production/Stable" ,
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+
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+ # Intended Audience
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" Intended Audience :: Developers" ,
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+ " Intended Audience :: Healthcare Industry" , # valid for medical applications
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+ " Intended Audience :: Information Technology" ,
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+
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" Intended Audience :: Science/Research" ,
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+ # License
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" License :: OSI Approved :: MIT License" ,
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+
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+ # Operating System
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" Operating System :: OS Independent" ,
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+
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+ # Python Versions
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" Programming Language :: Python" ,
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" Programming Language :: Python :: 3 :: Only" ,
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" Programming Language :: Python :: 3.9" ,
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" Programming Language :: Python :: 3.10" ,
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" Programming Language :: Python :: 3.11" ,
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" Programming Language :: Python :: 3.12" ,
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+
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" Programming Language :: Python :: 3.13" ,
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+ # Topics - Scientific
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+ " Topic :: Scientific/Engineering" ,
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" Topic :: Scientific/Engineering :: Artificial Intelligence" ,
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+ " Topic :: Scientific/Engineering :: Astronomy" ,
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+ " Topic :: Scientific/Engineering :: Atmospheric Science" ,
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+
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+ " Topic :: Scientific/Engineering :: Bio-Informatics" ,
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" Topic :: Scientific/Engineering :: Image Processing" ,
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+ " Topic :: Scientific/Engineering :: Physics" ,
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+ " Topic :: Scientific/Engineering :: Visualization" ,
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+ # Topics - Software Development
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" Topic :: Software Development :: Libraries" ,
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" Topic :: Software Development :: Libraries :: Python Modules" ,
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+
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+ # Typing
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" Typing :: Typed" ,
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]
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+
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dynamic = [ " dependencies" ]
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optional-dependencies.hub = [ " huggingface-hub" ]
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optional-dependencies.pytorch = [ " torch" ]
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