{ "info": { "author": "Joris Roels", "author_email": "jorisb.roels@ugent.be", "bugtrack_url": null, "classifiers": [ "License :: OSI Approved :: MIT License", "Operating System :: OS Independent", "Programming Language :: Python :: 3" ], "description": "# GPU accelerated data augmentation\n\nThis code provides standard augmentation strategies on the GPU, as some of these can be intensive on the CPU. Our GPU translation is based on [PyTorch](https://pytorch.org/). The current version supports both 2D and 3D data augmentation. \n\n## Installation\nInstall the dependencies and you are ready to go! \n
pip install augmentation\n\n## Usage\nCheck out the provided [notebook examples](https://github.com/JorisRoels/augmentation/tree/master/notebooks)! \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/JorisRoels/augmentation",
"keywords": "",
"license": "",
"maintainer": "",
"maintainer_email": "",
"name": "augmentation",
"package_url": "https://pypi.org/project/augmentation/",
"platform": "",
"project_url": "https://pypi.org/project/augmentation/",
"project_urls": {
"Homepage": "https://github.com/JorisRoels/augmentation"
},
"release_url": "https://pypi.org/project/augmentation/0.7/",
"requires_dist": null,
"requires_python": ">=3.6",
"summary": "A library, based on PyTorch, that performs data augmentation on the GPU",
"version": "0.7"
},
"last_serial": 5923701,
"releases": {
"0.2": [
{
"comment_text": "",
"digests": {
"md5": "2a7c9a7d88922675bf1ef4a4f1636fb6",
"sha256": "286df0bd13d2bfa372bd3c49461d78e07111d9967dcbd29c80bc4aa0a330df2f"
},
"downloads": -1,
"filename": "augmentation-0.2-py3-none-any.whl",
"has_sig": false,
"md5_digest": "2a7c9a7d88922675bf1ef4a4f1636fb6",
"packagetype": "bdist_wheel",
"python_version": "py3",
"requires_python": ">=3.6",
"size": 12755,
"upload_time": "2019-09-13T12:17:17",
"url": "https://files.pythonhosted.org/packages/e5/38/7bfbb5a5aab84a7231542268a83be794cd3fa135fc9f61037336e336cc54/augmentation-0.2-py3-none-any.whl"
},
{
"comment_text": "",
"digests": {
"md5": "01321e3dc21312f8a6c80985cfcbc38d",
"sha256": "2d3e48a629bdd1f2deb36a67d72ad070f99db4b74f83e28828f54313ff1fe47f"
},
"downloads": -1,
"filename": "augmentation-0.2.tar.gz",
"has_sig": false,
"md5_digest": "01321e3dc21312f8a6c80985cfcbc38d",
"packagetype": "sdist",
"python_version": "source",
"requires_python": ">=3.6",
"size": 4401,
"upload_time": "2019-09-13T12:17:19",
"url": "https://files.pythonhosted.org/packages/c0/8a/19633e14bc8d3e251e3464767fce96b9c4c5b2677338aaeb2a88b2fce220/augmentation-0.2.tar.gz"
}
],
"0.3": [
{
"comment_text": "",
"digests": {
"md5": "2d16baa25292aae7b7d218a4bef40a3d",
"sha256": "7a58f28d9756e0f022b6dc0a8f11872f4990b4ca277f0bdd98cd9c35e2455ab5"
},
"downloads": -1,
"filename": "augmentation-0.3-py3-none-any.whl",
"has_sig": false,
"md5_digest": "2d16baa25292aae7b7d218a4bef40a3d",
"packagetype": "bdist_wheel",
"python_version": "py3",
"requires_python": ">=3.6",
"size": 6962,
"upload_time": "2019-09-13T13:04:56",
"url": "https://files.pythonhosted.org/packages/58/3f/2e7b22ac8a2a8b3a32f6480c74f137a07272799250dc252572c5b90182f1/augmentation-0.3-py3-none-any.whl"
},
{
"comment_text": "",
"digests": {
"md5": "1c015f1373a55358a951d6722c3c7c24",
"sha256": "1a5e7adea8511e052fabee1b8b7a8171bc52bb043b2be6de597f5cb398de4da2"
},
"downloads": -1,
"filename": "augmentation-0.3.tar.gz",
"has_sig": false,
"md5_digest": "1c015f1373a55358a951d6722c3c7c24",
"packagetype": "sdist",
"python_version": "source",
"requires_python": ">=3.6",
"size": 3759,
"upload_time": "2019-09-13T13:04:57",
"url": "https://files.pythonhosted.org/packages/7f/68/523999205fcecff114c727c7cdcdf5e282cf1d3aea6ee4190c4ee5aa74c0/augmentation-0.3.tar.gz"
}
],
"0.4": [
{
"comment_text": "",
"digests": {
"md5": "cba36562e8ba8e0b1d66e083d047d52e",
"sha256": "0ad3bb56d4243526110335d11a17cbf60bb68e784b0e4f60554e29cfbf3fec5a"
},
"downloads": -1,
"filename": "augmentation-0.4-py3-none-any.whl",
"has_sig": false,
"md5_digest": "cba36562e8ba8e0b1d66e083d047d52e",
"packagetype": "bdist_wheel",
"python_version": "py3",
"requires_python": ">=3.6",
"size": 6959,
"upload_time": "2019-09-13T13:07:41",
"url": "https://files.pythonhosted.org/packages/e3/9d/471166a3c445d0220c62714b6c903bd477d4fb0fc0871fc4e998d07c5d43/augmentation-0.4-py3-none-any.whl"
},
{
"comment_text": "",
"digests": {
"md5": "ac33fa50e25d6b24687d922abcd5bc29",
"sha256": "636517b2ef73fd81add834f7d24ea57824f0df380996fd17ce6a7a378a70dbac"
},
"downloads": -1,
"filename": "augmentation-0.4.tar.gz",
"has_sig": false,
"md5_digest": "ac33fa50e25d6b24687d922abcd5bc29",
"packagetype": "sdist",
"python_version": "source",
"requires_python": ">=3.6",
"size": 3754,
"upload_time": "2019-09-13T13:07:42",
"url": "https://files.pythonhosted.org/packages/25/5e/bfa40c0a7c886e415e47028c383279bf07123bc82c9d0fe33f5e0c30c592/augmentation-0.4.tar.gz"
}
],
"0.5": [
{
"comment_text": "",
"digests": {
"md5": "7f3732c276be64c08d06cc6a611d97ca",
"sha256": "558560b403ee94b270f1ebcc86df919bcf8c7ad3ff2f5f51be5facebfa89d26e"
},
"downloads": -1,
"filename": "augmentation-0.5-py3-none-any.whl",
"has_sig": false,
"md5_digest": "7f3732c276be64c08d06cc6a611d97ca",
"packagetype": "bdist_wheel",
"python_version": "py3",
"requires_python": ">=3.6",
"size": 6975,
"upload_time": "2019-09-13T13:09:42",
"url": "https://files.pythonhosted.org/packages/9d/c1/045721476aa5e9076bb77d65fe42a4adf04dd1a85bd58d7250ac1ef64fa0/augmentation-0.5-py3-none-any.whl"
},
{
"comment_text": "",
"digests": {
"md5": "132af53f3e0d387236289f1df2e35ba7",
"sha256": "f0ac3a2401f30ee3f30d556fdbe871ca9d119c56f61c93381349cd45aabf4f94"
},
"downloads": -1,
"filename": "augmentation-0.5.tar.gz",
"has_sig": false,
"md5_digest": "132af53f3e0d387236289f1df2e35ba7",
"packagetype": "sdist",
"python_version": "source",
"requires_python": ">=3.6",
"size": 3764,
"upload_time": "2019-09-13T13:09:43",
"url": "https://files.pythonhosted.org/packages/18/b9/eb83154d0b920b2ea01892e838c79b1db24b09f6077b315a4bd8c860e467/augmentation-0.5.tar.gz"
}
],
"0.6": [
{
"comment_text": "",
"digests": {
"md5": "85dd93e6bf5de2d1ea0fc53cadeed734",
"sha256": "ee8243f58777d1e5f68ebe2a5478b9be021c5ac9fcc5c50a172d7a46fec3e112"
},
"downloads": -1,
"filename": "augmentation-0.6-py3-none-any.whl",
"has_sig": false,
"md5_digest": "85dd93e6bf5de2d1ea0fc53cadeed734",
"packagetype": "bdist_wheel",
"python_version": "py3",
"requires_python": ">=3.6",
"size": 7436,
"upload_time": "2019-10-03T13:37:39",
"url": "https://files.pythonhosted.org/packages/01/cc/a805584811529622d2398f8db187dc7e5e9914c0ab2e2468bc7cd3e8b9d2/augmentation-0.6-py3-none-any.whl"
},
{
"comment_text": "",
"digests": {
"md5": "3fe4470559bc2d22de8b259b1107d928",
"sha256": "2f3d944750f0fae13d21b65cc49737953c6ba4acb78e840062e75c02e6f9ea98"
},
"downloads": -1,
"filename": "augmentation-0.6.tar.gz",
"has_sig": false,
"md5_digest": "3fe4470559bc2d22de8b259b1107d928",
"packagetype": "sdist",
"python_version": "source",
"requires_python": ">=3.6",
"size": 4075,
"upload_time": "2019-10-03T13:37:40",
"url": "https://files.pythonhosted.org/packages/23/45/6679337c5673b18878044be959b5b3ab189cd9980dbfff86c3cdfd295981/augmentation-0.6.tar.gz"
}
],
"0.7": [
{
"comment_text": "",
"digests": {
"md5": "e515271ee3cec53887aabd12d5f0c8f5",
"sha256": "545549788fa05dae1f0de724a3bc0008ede9d7f119ed43d697c0c55dd4f70dc8"
},
"downloads": -1,
"filename": "augmentation-0.7-py3-none-any.whl",
"has_sig": false,
"md5_digest": "e515271ee3cec53887aabd12d5f0c8f5",
"packagetype": "bdist_wheel",
"python_version": "py3",
"requires_python": ">=3.6",
"size": 7577,
"upload_time": "2019-10-03T14:11:56",
"url": "https://files.pythonhosted.org/packages/7a/cf/6e093d3d04b019ff47c104c7ead33c1e89fc811fe83b91cb15d324965aff/augmentation-0.7-py3-none-any.whl"
},
{
"comment_text": "",
"digests": {
"md5": "72128b1d74e855eea264fdff5cf6f587",
"sha256": "2fe24e3271d4c189791ab271e92913f1b740201b1cd8fa56e7256ef1c4abdb39"
},
"downloads": -1,
"filename": "augmentation-0.7.tar.gz",
"has_sig": false,
"md5_digest": "72128b1d74e855eea264fdff5cf6f587",
"packagetype": "sdist",
"python_version": "source",
"requires_python": ">=3.6",
"size": 4143,
"upload_time": "2019-10-03T14:11:58",
"url": "https://files.pythonhosted.org/packages/42/ea/ceb5e5517048d2b3cd98ecc0a013f63d925de9d47e36fe41d79d6019d687/augmentation-0.7.tar.gz"
}
]
},
"urls": [
{
"comment_text": "",
"digests": {
"md5": "e515271ee3cec53887aabd12d5f0c8f5",
"sha256": "545549788fa05dae1f0de724a3bc0008ede9d7f119ed43d697c0c55dd4f70dc8"
},
"downloads": -1,
"filename": "augmentation-0.7-py3-none-any.whl",
"has_sig": false,
"md5_digest": "e515271ee3cec53887aabd12d5f0c8f5",
"packagetype": "bdist_wheel",
"python_version": "py3",
"requires_python": ">=3.6",
"size": 7577,
"upload_time": "2019-10-03T14:11:56",
"url": "https://files.pythonhosted.org/packages/7a/cf/6e093d3d04b019ff47c104c7ead33c1e89fc811fe83b91cb15d324965aff/augmentation-0.7-py3-none-any.whl"
},
{
"comment_text": "",
"digests": {
"md5": "72128b1d74e855eea264fdff5cf6f587",
"sha256": "2fe24e3271d4c189791ab271e92913f1b740201b1cd8fa56e7256ef1c4abdb39"
},
"downloads": -1,
"filename": "augmentation-0.7.tar.gz",
"has_sig": false,
"md5_digest": "72128b1d74e855eea264fdff5cf6f587",
"packagetype": "sdist",
"python_version": "source",
"requires_python": ">=3.6",
"size": 4143,
"upload_time": "2019-10-03T14:11:58",
"url": "https://files.pythonhosted.org/packages/42/ea/ceb5e5517048d2b3cd98ecc0a013f63d925de9d47e36fe41d79d6019d687/augmentation-0.7.tar.gz"
}
]
}