{"id":40290996,"url":"https://github.com/mamrehn/interactive_image_segmentation_evaluation","last_synced_at":"2026-01-20T04:37:56.513Z","repository":{"id":37603951,"uuid":"186700915","full_name":"mamrehn/interactive_image_segmentation_evaluation","owner":"mamrehn","description":"Code for paper \"A Semi-Automated Usability Evaluation Framework for Interactive Image Segmentation Systems\"","archived":false,"fork":false,"pushed_at":"2024-06-17T23:01:34.000Z","size":14175,"stargazers_count":11,"open_issues_count":2,"forks_count":4,"subscribers_count":4,"default_branch":"master","last_synced_at":"2024-07-30T07:34:52.378Z","etag":null,"topics":["evaluation","fau","framework","growcut","interactive-segmentation","paper-implementations","usability-study"],"latest_commit_sha":null,"homepage":"https://www5.cs.fau.de/~amrehn","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/mamrehn.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2019-05-14T21:09:47.000Z","updated_at":"2024-07-30T07:34:52.378Z","dependencies_parsed_at":"2024-05-03T20:56:16.827Z","dependency_job_id":null,"html_url":"https://github.com/mamrehn/interactive_image_segmentation_evaluation","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/mamrehn/interactive_image_segmentation_evaluation","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mamrehn%2Finteractive_image_segmentation_evaluation","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mamrehn%2Finteractive_image_segmentation_evaluation/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mamrehn%2Finteractive_image_segmentation_evaluation/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mamrehn%2Finteractive_image_segmentation_evaluation/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/mamrehn","download_url":"https://codeload.github.com/mamrehn/interactive_image_segmentation_evaluation/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mamrehn%2Finteractive_image_segmentation_evaluation/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":28596082,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-01-20T02:08:49.799Z","status":"ssl_error","status_checked_at":"2026-01-20T02:08:44.148Z","response_time":117,"last_error":"SSL_read: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["evaluation","fau","framework","growcut","interactive-segmentation","paper-implementations","usability-study"],"created_at":"2026-01-20T04:37:56.428Z","updated_at":"2026-01-20T04:37:56.500Z","avatar_url":"https://github.com/mamrehn.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Interactive Image Segmentation Evaluation\n[![Gitter chat](https://badges.gitter.im/gitterHQ/gitter.png)](https://gitter.im/interactive_image_segmentation_evaluation/community)\n\nThis repository provides a JavaScript and Python implementation of our Usability Evaluation\nFramework for Interactive Image Segmentation\nSystems.\n\n## User Interface (WebApp)\n\nHTML5 interactive image segmentation application for user interaction log collection.\n[→ WebApp](webapp)\n\n![](webapp/interaction_demo_gifski_850x.gif)\n\n\u003e Click here for an interactive [demo](https://mamrehn.github.io/interactive_image_segmentation_evaluation/webapp/index.html).\n\n### Dependencies\n\n - [AngularJS](https://angularjs.org/) v1.x MVVM Framework\n - [Angular Material](https://material.angularjs.org/latest/) UI Component framework for the material design\n - [Bootstap](http://getbootstrap.com/) HTML, CSS, and JS framework for responsive, mobile first UIs\n - [Firebase](https://www.firebase.com/) Data storage API provider\n - [jQuery](https://jquery.com/) DOM manipulation library\n\n## Evaluation Framework\n\nPython interaction log evaluation framework. [→ Evaluation](evaluation)\n\n![](evaluation/schematic_workflow.png)\n\n### Dependencies\n\n - [Scikit-learn](https://scikit-learn.org/stable/) Efficient tools for data analysis\n - [MedPy](https://github.com/loli/medpy) Medical image processing in Python\n - [Scikit-image](https://scikit-image.org/) Algorithms for image processing\n - [Joblib](https://joblib.readthedocs.io/en/latest/) Persistence and parallelization tool\n - [Cython](https://cython.org/) Static compiler for C/Python files\n - [Tqdm](https://github.com/tqdm/tqdm) Progress bar for Python\n - [Zenlog](https://github.com/ManufacturaInd/python-zenlog) Straightforward script logging\n\n## Paper \n\nM. Amrehn, R. Kortekaas, M. Strumia, M. Weingarten, M. Kowarschik, A. Maier \"A Semi-Automated Usability Evaluation Framework for Interactive Image Segmentation Systems.\"\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmamrehn%2Finteractive_image_segmentation_evaluation","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmamrehn%2Finteractive_image_segmentation_evaluation","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmamrehn%2Finteractive_image_segmentation_evaluation/lists"}