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        "description": "# openpifpafwebdemo\n\n[![Build Status](https://travis-ci.org/vita-epfl/openpifpafwebdemo.svg?branch=master)](https://travis-ci.org/vita-epfl/openpifpafwebdemo)\n\n> Demo of \"PifPaf: Composite Fields for Human Pose Estimation\".\n\nLinks: [main repository](https://github.com/vita-epfl/openpifpaf), [paper on arXiv](https://arxiv.org/abs/1903.06593).\n\n```\n@article{kreiss2019pifpaf,\n  title = {PifPaf: Composite Fields for Human Pose Estimation},\n  author = {Kreiss, Sven and Bertoni, Lorenzo and Alahi, Alexandre},\n  journal = {CVPR},\n  year = {2019}\n}\n```\n\n# Use\n\nMake sure you are using Python3 and have the latest pip and setuptools with `pip install --upgrade pip setuptools`. Do not clone this repository. Make sure there is no folder named `openpifpafwebdemo` in your current directory.\n\n```sh\npip3 install openpifpafwebdemo\npython3 -m openpifpafwebdemo.server\n```\n\nOpen a web browser at `http://localhost:5000` to view the web interface.\n\n# Example\n\n<img src=\"docs/wave3.gif\" height=250 alt=\"example image\" />\n\nTo install from source and set up for development use\n`pip install --editable \".[test]\"`, install the frontend dependencies with\n`npm install` and then create the frontend JavaScript code with `npm run build`.\n\n\n# API\n\nExample using cURL:\n\n```sh\ncurl -X POST -H \"Content-Type: application/json\" --data @test_image.json http://localhost:5000/process\n```\n\nwhich produces:\n\n```json\n[{\"coordinates\": [[0.588631883263588, 0.41628291457891464, 3.5567557387194797], [0.621234196703881, 0.36160339042544365, 3.524825929280572], [0.546875, 0.375, 3.744302039019678], [0.6724068783223629, 0.44710323959589005, 3.459401266884038], [0.494683139026165, 0.4611567258834839, 3.5954212359489217], [0.78733691573143, 0.8311769068241119, 2.1321910543190827], [0.3859005756676197, 0.8252473473548889, 2.158424186304439], [0.0, 0.0, 0.0], [0.0, 0.0, 0.0], [0.0, 0.0, 0.0], [0.0, 0.0, 0.0], [0.0, 0.0, 0.0], [0.0, 0.0, 0.0], [0.0, 0.0, 0.0], [0.0, 0.0, 0.0], [0.0, 0.0, 0.0], [0.0, 0.0, 0.0]], \"score\": 0.26909651332876167}]\n```\n\nKeep-alive connection test:\n\n```sh\ncurl -v -X POST -H \"Content-Type: application/json\" --data @test_image.json http://localhost:5000/process --next -X POST -H \"Content-Type: application/json\" --data @test_image.json http://localhost:5000/process 2>&1 | grep '#0'\n* Connected to localhost (127.0.0.1) port 5000 (#0)\n* Connection #0 to host localhost left intact\n* Re-using existing connection! (#0) with host localhost\n* Connected to localhost (127.0.0.1) port 5000 (#0)\n* Connection #0 to host localhost left intact\n```",
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