{ "info": { "author": "Christian Kauten", "author_email": "kautencreations@gmail.com", "bugtrack_url": null, "classifiers": [ "Development Status :: 5 - Production/Stable", "Intended Audience :: Developers", "Intended Audience :: Science/Research", "License :: Free For Educational Use", "Operating System :: MacOS :: MacOS X", "Operating System :: POSIX :: Linux", "Programming Language :: Python :: 2.7", "Programming Language :: Python :: 3.5", "Programming Language :: Python :: 3.6", "Topic :: Scientific/Engineering :: Artificial Intelligence", "Topic :: Software Development :: Libraries :: Python Modules" ], "description": "# Keras Pyramid Pooling Module\n\n[![Build Status][build-status]][ci-server]\n[![PackageVersion][pypi-version]][pypi-home]\n[![PythonVersion][python-version]][python-home]\n[![Stable][pypi-status]][pypi-home]\n[![Format][pypi-format]][pypi-home]\n[![License][pypi-license]](LICENSE)\n\n[build-status]: https://travis-ci.com/Kautenja/keras-pyramid-pooling-module.svg?branch=master\n[ci-server]: https://travis-ci.com/Kautenja/keras-pyramid-pooling-module\n[pypi-version]: https://badge.fury.io/py/keras-pyramid-pooling-module.svg\n[pypi-license]: https://img.shields.io/pypi/l/keras-pyramid-pooling-module.svg\n[pypi-status]: https://img.shields.io/pypi/status/keras-pyramid-pooling-module.svg\n[pypi-format]: https://img.shields.io/pypi/format/keras-pyramid-pooling-module.svg\n[pypi-home]: https://badge.fury.io/py/keras-pyramid-pooling-module\n[python-version]: https://img.shields.io/pypi/pyversions/keras-pyramid-pooling-module.svg\n[python-home]: https://python.org\n\nA [Keras](https://keras.io) implementation of the Pyramid Pooling Module\ndiscussed in [_Pyramid scene parsing network [1]_](#references).\n\n## Installation\n\nThe preferred installation of `keras-pyramid-pooling-module` is from `pip`:\n\n```shell\npip install keras-pyramid-pooling-module\n```\n\n## Usage\n\nThe module functions as any other convolutional / pooling layer applied to a\nrank 4 tensor (batch, height, width, channels):\n\n```python\nfrom keras.layers import Input\nfrom keras.models import Model\nfrom keras_pyramid_pooling_module import PyramidPoolingModule\n\n\ninput_ = Input((224, 224, 3))\nx = PyramidPoolingModule()(input_)\nmodel = Model(inputs=input_, outputs=x)\n```\n\nsee [example.ipynb](example.ipynb) for a rough example of the layer in use on\na simple image input.\n\n## References\n\n[_[1] H. Zhao, J. Shi, X. Qi, X. Wang, and J. Jia. Pyramid scene parsing network. CVPR, 2017._](https://hszhao.github.io/projects/pspnet/)\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/Kautenja/keras-pyramid-pooling-module", "keywords": "Keras Pyramid-Pooling-Module Layer", "license": "MIT", "maintainer": "", "maintainer_email": "", "name": "keras-pyramid-pooling-module", "package_url": "https://pypi.org/project/keras-pyramid-pooling-module/", "platform": "", "project_url": "https://pypi.org/project/keras-pyramid-pooling-module/", "project_urls": { "Homepage": "https://github.com/Kautenja/keras-pyramid-pooling-module" }, "release_url": "https://pypi.org/project/keras-pyramid-pooling-module/1.1.5/", "requires_dist": [ "Keras (>=2.2.2)" ], "requires_python": "", "summary": "The Pyramid Pooling Module for Keras.", "version": "1.1.5" }, "last_serial": 5227195, "releases": { "1.0.0": [ { "comment_text": "", "digests": { "md5": 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