{ "info": { "author": "Arthur Guiot", "author_email": "arguiot@gmail.com", "bugtrack_url": null, "classifiers": [ "License :: OSI Approved :: MIT License", "Operating System :: OS Independent", "Programming Language :: Python :: 3" ], "description": "
\n\t\n\t

Neuron

\n\tA tiny and very high level transfer learning library for image classification \ud83d\udcda\n
\n\n[![GitHub release](https://img.shields.io/github/release/arguiot/Neuron.svg)](https://github.com/arguiot/Neuron/releases)\n[![Build Status](https://travis-ci.org/arguiot/Neuron.svg?branch=master)](https://travis-ci.org/arguiot/Neuron)\n[![Github All Releases](https://img.shields.io/github/downloads/arguiot/Neuron/total.svg)](https://github.com/arguiot/Neuron/)\n[![PyPI - Downloads](https://img.shields.io/pypi/dm/neuron-ml.svg)](https://pypi.org/project/neuron-ml/)\n[![License](https://img.shields.io/github/license/arguiot/Neuron.svg)](LICENSE)\n\n## What is Neuron exactly?\n\nNeuron is a tiny library that aims to simplify image classification (If you don't know what Image classification is, it's the process to tell from an image what object / thing / feature is on it).\n\nUsing Neuron, you'll be able to build production grade model under 5 lines of code. Yes, you read it correctly: 5 lines. Where as in common Machine Learning libraries like TensorFlow, PyTorch or Keras, you would do it in hundreds of lines.\n\n> Of course, these libraries are much more complex and versatile than Neuron. Neuron isn't replacing these libraries if you need to build your own graph, but if you're doing so, you probably already know this.\n\n## Install\nCopy - paste that in a Terminal\n```\npip install neuron-ml\n```\n## Demo\nHere is an example of what Neuron can do:\n```py\nimport neuron_ml as n\n\n# TensorFlow\n\ndata = n.load(\"./dataset/\") # formats the data\nmodel = n.train(data) # train the data\nn.export(model, [\n\t\"./Model.pb\",\n\t\"./Labels.txt\"\n]) # Exports everything\nn.clean(model) # Clean temporary files\n```\n\nAnd it can also load files and classify them (before using it for production, make sure you have good hardware, as the model can take up to 5 seconds to load and run).\n\n```py\nimport neuron_ml as n\n\nmodel = n.model([\n\t\"./Model.pb\",\n\t\"./Labels.txt\"\n]) # Load the model\ngraph = n.graph(model) # Generate the graph\nlabels = n.labels(model) # Get the labels\nn.classify(graph, labels, \"./dataset/Celery/celery-1.jpg\") # Classify. Will return a result object\n```\n\n> See the wiki for more informations.\n\n# Versioning\n\nWe use [SemVer](http://semver.org/) for versioning. For the versions available, see the [tags on this repository](https://github.com/arguiot/Neuron/tags).\n\n# Authors\n\n- **Arthur Guiot** - _Initial work_ - [@arguiot](https://github.com/arguiot)\n\nAlso look at the list of [contributors](https://github.com/arguiot/Neuron/contributors) who participated in this project. If you don't code but you have great ideas, don't hesitate to write your idea in the issue part. If your idea is accepted, I will add you to this list \ud83d\ude0a.\n\n# License\n\nThis project is licensed under the MIT License - see the file for details\n\nCopyright \u00a9 2018 Arthur Guiot All Rights Reserved.\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/arguiot/Neuron", "keywords": "", "license": "", "maintainer": "", "maintainer_email": "", "name": "neuron-ml", "package_url": "https://pypi.org/project/neuron-ml/", "platform": "", "project_url": "https://pypi.org/project/neuron-ml/", "project_urls": { "Homepage": "https://github.com/arguiot/Neuron" }, "release_url": "https://pypi.org/project/neuron-ml/1.0.0/", "requires_dist": null, "requires_python": "", "summary": "A tiny image classification library.", "version": "1.0.0" }, "last_serial": 4602832, "releases": { "0.0.1": [ { "comment_text": "", "digests": { "md5": "e0459f5715e6810985bbdfdaef9a88ac", "sha256": "14ebca6f91728f51755fcf43a61a98587edcd073b70ab79f9174b7d18ae7ae1f" }, "downloads": -1, "filename": "neuron_ml-0.0.1-py3-none-any.whl", "has_sig": false, "md5_digest": "e0459f5715e6810985bbdfdaef9a88ac", "packagetype": "bdist_wheel", "python_version": "py3", "requires_python": null, "size": 11322, "upload_time": "2018-11-14T11:37:26", "url": "https://files.pythonhosted.org/packages/59/ef/df6a486375c1948ff06e34a03191e9c5f478e5edff94d781de9cac9faa2e/neuron_ml-0.0.1-py3-none-any.whl" }, { "comment_text": "", "digests": { "md5": "1d39ca6c8e846bbb4109468ed4013547", "sha256": "3b93425c3793f38119e4046dfb76e11f13a38d82b3fb443849fd47ca6031eafc" }, "downloads": -1, "filename": "neuron_ml-0.0.1.tar.gz", "has_sig": false, "md5_digest": "1d39ca6c8e846bbb4109468ed4013547", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 7877, "upload_time": "2018-11-14T11:37:28", "url": "https://files.pythonhosted.org/packages/69/c3/5c4d797b8f90370c3274f0b3a8ad0ea8a0fbbfc74e1a242e19b40b731a9b/neuron_ml-0.0.1.tar.gz" } ], "1.0.0": [ { "comment_text": "", "digests": { "md5": "9527646df7adcf22ef5b3b312712a7fb", "sha256": "614fdcc95e57d303db1d05746cb519c4684873d74d64b4c700c4fd26d5f3aa1e" }, "downloads": -1, "filename": "neuron_ml-1.0.0-py3-none-any.whl", "has_sig": false, "md5_digest": "9527646df7adcf22ef5b3b312712a7fb", "packagetype": "bdist_wheel", "python_version": "py3", "requires_python": null, "size": 12229, "upload_time": "2018-12-15T14:33:32", "url": "https://files.pythonhosted.org/packages/db/cd/b800ad466bdb75f254a9204454797770af4414bab65af9c3813a036235fa/neuron_ml-1.0.0-py3-none-any.whl" }, { "comment_text": "", "digests": { "md5": "5acd70fc41eda08cd84ba961a0395988", "sha256": "9b7560646a2f344b0876143d7e76ddcb0402037256f4d18a91e039198cac8379" }, "downloads": -1, "filename": "neuron_ml-1.0.0.tar.gz", "has_sig": false, "md5_digest": "5acd70fc41eda08cd84ba961a0395988", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 8554, "upload_time": "2018-12-15T14:33:35", "url": "https://files.pythonhosted.org/packages/51/68/034fdff8b44099783697cfd4716863778cf8992b2198c0f93d5d8d335cac/neuron_ml-1.0.0.tar.gz" } ] }, "urls": [ { "comment_text": "", "digests": { "md5": "9527646df7adcf22ef5b3b312712a7fb", "sha256": "614fdcc95e57d303db1d05746cb519c4684873d74d64b4c700c4fd26d5f3aa1e" }, "downloads": -1, "filename": "neuron_ml-1.0.0-py3-none-any.whl", "has_sig": false, "md5_digest": "9527646df7adcf22ef5b3b312712a7fb", "packagetype": "bdist_wheel", "python_version": "py3", "requires_python": null, "size": 12229, "upload_time": "2018-12-15T14:33:32", "url": "https://files.pythonhosted.org/packages/db/cd/b800ad466bdb75f254a9204454797770af4414bab65af9c3813a036235fa/neuron_ml-1.0.0-py3-none-any.whl" }, { "comment_text": "", "digests": { "md5": "5acd70fc41eda08cd84ba961a0395988", "sha256": "9b7560646a2f344b0876143d7e76ddcb0402037256f4d18a91e039198cac8379" }, "downloads": -1, "filename": "neuron_ml-1.0.0.tar.gz", "has_sig": false, "md5_digest": "5acd70fc41eda08cd84ba961a0395988", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 8554, "upload_time": "2018-12-15T14:33:35", "url": "https://files.pythonhosted.org/packages/51/68/034fdff8b44099783697cfd4716863778cf8992b2198c0f93d5d8d335cac/neuron_ml-1.0.0.tar.gz" } ] }