{ "info": { "author": "Tomasz Gilewicz", "author_email": "tomasz.gilewicz1@gmail.com", "bugtrack_url": null, "classifiers": [ "Operating System :: OS Independent", "Programming Language :: Python :: 3" ], "description": "
\n\n# AUG-alpha\n\n\n[![PyPI Status](https://badge.fury.io/py/aug.svg)](https://badge.fury.io/py/aug)\n[![PyPI Status](https://pepy.tech/badge/aug)](https://pepy.tech/project/aug)\n[![License](https://img.shields.io/badge/License-Apache%202.0-blue.svg)](https://opensource.org/licenses/Apache-2.0)\n\n
\n\n**AUG is an open source augmentation library based on OpenCV. The repository contains a set of image transformations for data augmentation and artificial data synthesis.** \n\n\n##### Major features:\n\n* supports operations on masks and points,\n* unified interface - most magnitude coefficients are in the range [0, 1],\n* optimized operations,\n* reusable blocks of operations, e.g. transfer learning based on augmentation parameters (AutoAugment)\n* unique operations compared to imgaug/albumentations,\n* Python 3, OpenCV 4.1.\n\n\n\n\n\n", "description_content_type": "text/markdown", "docs_url": null, "download_url": "", "downloads": { "last_day": -1, "last_month": -1, "last_week": -1 }, "home_page": "https://github.com/cta-ai/aug", "keywords": "data augmentation artificial synthesis machine learning", "license": "Apache License 2.0", "maintainer": "", "maintainer_email": "", "name": "aug", "package_url": "https://pypi.org/project/aug/", "platform": "", "project_url": "https://pypi.org/project/aug/", "project_urls": { "Homepage": "https://github.com/cta-ai/aug" }, "release_url": "https://pypi.org/project/aug/0.2.4/", "requires_dist": [ "imageio (>=2.5.0)", "matplotlib (>=3.1.0)", "numpy (>=1.16.4)", "opencv-python (>=4.1.0.25)", "Pillow (>=6.0.0)", "requests (>=2.22.0)", "scipy (>=1.3.0)" ], "requires_python": "", "summary": "Augmentation library based on OpenCV.", "version": "0.2.4" }, "last_serial": 5698926, "releases": { "0.1.0": [ { "comment_text": "", "digests": { "md5": "78a0a94035c2cc46ab720209afa1684b", "sha256": "650ae5500965c5e3828a9370a8b039d956c6c4403bf7eec679d437429c141453" }, "downloads": -1, "filename": "aug-0.1.0-py3-none-any.whl", "has_sig": false, "md5_digest": "78a0a94035c2cc46ab720209afa1684b", "packagetype": "bdist_wheel", "python_version": "py3", "requires_python": null, "size": 76035, "upload_time": "2019-07-15T22:48:30", "url": "https://files.pythonhosted.org/packages/55/24/c6f0bfa38390bb8cac8ccc78c9c392f33118879784d1dd48df8c7c78e640/aug-0.1.0-py3-none-any.whl" }, { "comment_text": "", "digests": { "md5": "37027fd96ae585810a6898316598bc56", "sha256": "a1f1c7114faaaf2b528870ab819f1c597ee443cdbcc24d3d441c681c5bd6657b" }, "downloads": -1, "filename": "aug-0.1.0.tar.gz", "has_sig": false, "md5_digest": "37027fd96ae585810a6898316598bc56", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 70686, "upload_time": "2019-07-15T22:48:32", "url": "https://files.pythonhosted.org/packages/6c/5d/ddd3d8f83bc820d3d8a16c521836640e4da28e9723dfb8e8fa3514a4eda4/aug-0.1.0.tar.gz" } ], "0.2.4": [ { "comment_text": "", "digests": { "md5": "dbbf92cf80cfa6b0d7164e77899a0a44", "sha256": "cce6c09b18e827208da0ae76220a3407b55057015fa78c8d4a7417fec7f175f4" }, "downloads": -1, "filename": "aug-0.2.4-py3-none-any.whl", "has_sig": false, "md5_digest": "dbbf92cf80cfa6b0d7164e77899a0a44", "packagetype": "bdist_wheel", "python_version": "py3", "requires_python": null, "size": 78966, "upload_time": "2019-08-19T15:05:36", "url": "https://files.pythonhosted.org/packages/a8/a8/b3c38083b40247d76b91921f1d8a1fdd742a37d89e025ff602d559828c27/aug-0.2.4-py3-none-any.whl" }, { "comment_text": "", "digests": { "md5": "06f70e66db992d33f32ef5671f7d10b2", "sha256": "2684cb80146961870dd05f67218758b7469c5ee523e394f4471f81225d182b53" }, "downloads": -1, "filename": "aug-0.2.4.tar.gz", "has_sig": false, "md5_digest": "06f70e66db992d33f32ef5671f7d10b2", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 71944, "upload_time": "2019-08-19T15:05:38", "url": "https://files.pythonhosted.org/packages/55/df/52af97ce9a568b7043ff9112d4733922be3ef435dfd3f2bc679b160bf7dd/aug-0.2.4.tar.gz" } ] }, "urls": [ { "comment_text": "", "digests": { "md5": "dbbf92cf80cfa6b0d7164e77899a0a44", "sha256": "cce6c09b18e827208da0ae76220a3407b55057015fa78c8d4a7417fec7f175f4" }, "downloads": -1, "filename": "aug-0.2.4-py3-none-any.whl", "has_sig": false, "md5_digest": "dbbf92cf80cfa6b0d7164e77899a0a44", "packagetype": "bdist_wheel", "python_version": "py3", "requires_python": null, "size": 78966, "upload_time": "2019-08-19T15:05:36", "url": "https://files.pythonhosted.org/packages/a8/a8/b3c38083b40247d76b91921f1d8a1fdd742a37d89e025ff602d559828c27/aug-0.2.4-py3-none-any.whl" }, { "comment_text": "", "digests": { "md5": "06f70e66db992d33f32ef5671f7d10b2", "sha256": "2684cb80146961870dd05f67218758b7469c5ee523e394f4471f81225d182b53" }, "downloads": -1, "filename": "aug-0.2.4.tar.gz", "has_sig": false, "md5_digest": "06f70e66db992d33f32ef5671f7d10b2", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 71944, "upload_time": "2019-08-19T15:05:38", "url": "https://files.pythonhosted.org/packages/55/df/52af97ce9a568b7043ff9112d4733922be3ef435dfd3f2bc679b160bf7dd/aug-0.2.4.tar.gz" } ] }