# Multidimensional (2D and 3D) Image Augmentation for TensorFlow
This package provides TensorFlow Ops for multidimensional volumetric image
augmentation.
## Install from pip
```shell
pip install image-augmentation
```
## Build from source
To fetch the code and build it:
```shell
git clone https://github.com/google-deepmind/multidim-image-augmentation.git
cd multidim-image-augmentation/
docker build . -t multidim-image-augmentation
```
To learn more about image augmentation, see the [primer](doc/index.md)
For simple API usage examples, see the python test code.
Raw data
{
"_id": null,
"home_page": "https://github.com/google-deepmind/multidim-image-augmentation/",
"name": "image-augmentation",
"maintainer": "",
"docs_url": null,
"requires_python": "",
"maintainer_email": "",
"keywords": "tensorflow custom op machine learning image augmentation 3d",
"author": "Google Inc.",
"author_email": "opensource@google.com",
"download_url": "https://files.pythonhosted.org/packages/67/dc/1f8ce4887e91a8044e350976643a6be78b19664acd3a3fab0a389de3859a/image_augmentation-0.0.4.tar.gz",
"platform": null,
"description": "# Multidimensional (2D and 3D) Image Augmentation for TensorFlow\n\nThis package provides TensorFlow Ops for multidimensional volumetric image\naugmentation.\n\n## Install from pip\n```shell\npip install image-augmentation\n```\n\n## Build from source\n\nTo fetch the code and build it:\n\n```shell\ngit clone https://github.com/google-deepmind/multidim-image-augmentation.git\ncd multidim-image-augmentation/\ndocker build . -t multidim-image-augmentation\n```\n\nTo learn more about image augmentation, see the [primer](doc/index.md)\n\nFor simple API usage examples, see the python test code.\n",
"bugtrack_url": null,
"license": "Apache 2.0",
"summary": "multidim_image_augmentation provides Tensorflow operations for 2D & 3D image augmentation.",
"version": "0.0.4",
"project_urls": {
"Homepage": "https://github.com/google-deepmind/multidim-image-augmentation/"
},
"split_keywords": [
"tensorflow",
"custom",
"op",
"machine",
"learning",
"image",
"augmentation",
"3d"
],
"urls": [
{
"comment_text": "",
"digests": {
"blake2b_256": "9331c0081180601f3f54f70974bc9471e3163385e1d653a7d3bbe40d3ee21da3",
"md5": "42828e9d6346472f942be5ac052720e1",
"sha256": "729101eac79994f27d81c5124a514a09ec9a68dd46543c7b6669fca5c6223fd3"
},
"downloads": -1,
"filename": "image_augmentation-0.0.4-cp310-cp310-manylinux_2_24_x86_64.whl",
"has_sig": false,
"md5_digest": "42828e9d6346472f942be5ac052720e1",
"packagetype": "bdist_wheel",
"python_version": "cp310",
"requires_python": null,
"size": 153248,
"upload_time": "2024-03-19T14:46:44",
"upload_time_iso_8601": "2024-03-19T14:46:44.022081Z",
"url": "https://files.pythonhosted.org/packages/93/31/c0081180601f3f54f70974bc9471e3163385e1d653a7d3bbe40d3ee21da3/image_augmentation-0.0.4-cp310-cp310-manylinux_2_24_x86_64.whl",
"yanked": false,
"yanked_reason": null
},
{
"comment_text": "",
"digests": {
"blake2b_256": "d89e2fead3cfac596498e0309311b664ac899ee099bdfe577cc19c1a146ac9d9",
"md5": "5caccd0085720628a4890f53b30fd86f",
"sha256": "c68dc7c162cbc9702bde0c279af97bfcedb2a1e7f40596833851dfe0b2849b55"
},
"downloads": -1,
"filename": "image_augmentation-0.0.4-cp311-cp311-manylinux_2_24_x86_64.whl",
"has_sig": false,
"md5_digest": "5caccd0085720628a4890f53b30fd86f",
"packagetype": "bdist_wheel",
"python_version": "cp311",
"requires_python": null,
"size": 153248,
"upload_time": "2024-03-19T14:46:46",
"upload_time_iso_8601": "2024-03-19T14:46:46.149667Z",
"url": "https://files.pythonhosted.org/packages/d8/9e/2fead3cfac596498e0309311b664ac899ee099bdfe577cc19c1a146ac9d9/image_augmentation-0.0.4-cp311-cp311-manylinux_2_24_x86_64.whl",
"yanked": false,
"yanked_reason": null
},
{
"comment_text": "",
"digests": {
"blake2b_256": "9f486fb916a160c7eeb6ab7d80cc5aa52e09120643e324a691897b5da3222861",
"md5": "e55efcefe9fc4d1621879bad82b47930",
"sha256": "ab51bfca1de136d488896368c828f2ce1b1e4719f2266226213ccc7538548598"
},
"downloads": -1,
"filename": "image_augmentation-0.0.4-cp312-cp312-manylinux_2_24_x86_64.whl",
"has_sig": false,
"md5_digest": "e55efcefe9fc4d1621879bad82b47930",
"packagetype": "bdist_wheel",
"python_version": "cp312",
"requires_python": null,
"size": 153249,
"upload_time": "2024-03-19T14:46:48",
"upload_time_iso_8601": "2024-03-19T14:46:48.205298Z",
"url": "https://files.pythonhosted.org/packages/9f/48/6fb916a160c7eeb6ab7d80cc5aa52e09120643e324a691897b5da3222861/image_augmentation-0.0.4-cp312-cp312-manylinux_2_24_x86_64.whl",
"yanked": false,
"yanked_reason": null
},
{
"comment_text": "",
"digests": {
"blake2b_256": "67dc1f8ce4887e91a8044e350976643a6be78b19664acd3a3fab0a389de3859a",
"md5": "cc096e7b1016066ae5bbeafe10b09700",
"sha256": "5a438e693b6c752c92e4c9eed88f5efba1efd147eb171a0599025222d8236e89"
},
"downloads": -1,
"filename": "image_augmentation-0.0.4.tar.gz",
"has_sig": false,
"md5_digest": "cc096e7b1016066ae5bbeafe10b09700",
"packagetype": "sdist",
"python_version": "source",
"requires_python": null,
"size": 150853,
"upload_time": "2024-03-19T14:46:49",
"upload_time_iso_8601": "2024-03-19T14:46:49.554630Z",
"url": "https://files.pythonhosted.org/packages/67/dc/1f8ce4887e91a8044e350976643a6be78b19664acd3a3fab0a389de3859a/image_augmentation-0.0.4.tar.gz",
"yanked": false,
"yanked_reason": null
}
],
"upload_time": "2024-03-19 14:46:49",
"github": true,
"gitlab": false,
"bitbucket": false,
"codeberg": false,
"github_user": "google-deepmind",
"github_project": "multidim-image-augmentation",
"travis_ci": false,
"coveralls": false,
"github_actions": false,
"lcname": "image-augmentation"
}