{"id":13419998,"url":"https://github.com/cvjena/cn24","last_synced_at":"2026-01-11T02:44:35.311Z","repository":{"id":25430744,"uuid":"28860292","full_name":"cvjena/cn24","owner":"cvjena","description":"Convolutional (Patch) Networks for Semantic Segmentation","archived":false,"fork":false,"pushed_at":"2021-09-01T14:53:09.000Z","size":8814,"stargazers_count":123,"open_issues_count":9,"forks_count":44,"subscribers_count":16,"default_branch":"master","last_synced_at":"2024-07-31T22:52:55.989Z","etag":null,"topics":["convolutional-networks","deep-learning","opencl","segmentation"],"latest_commit_sha":null,"homepage":"","language":"C++","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"bsd-3-clause","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/cvjena.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2015-01-06T11:29:30.000Z","updated_at":"2024-04-01T18:05:41.000Z","dependencies_parsed_at":"2022-07-26T07:00:06.084Z","dependency_job_id":null,"html_url":"https://github.com/cvjena/cn24","commit_stats":null,"previous_names":[],"tags_count":17,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cvjena%2Fcn24","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cvjena%2Fcn24/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cvjena%2Fcn24/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cvjena%2Fcn24/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/cvjena","download_url":"https://codeload.github.com/cvjena/cn24/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":221548254,"owners_count":16840981,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","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":["convolutional-networks","deep-learning","opencl","segmentation"],"created_at":"2024-07-30T22:01:24.193Z","updated_at":"2026-01-11T02:44:35.274Z","avatar_url":"https://github.com/cvjena.png","language":"C++","funding_links":[],"categories":["TODO scan for Android support in followings"],"sub_categories":[],"readme":"#### Build status:\nmaster (production branch): [![Build Status](https://travis-ci.org/cvjena/cn24.svg?branch=master)](https://travis-ci.org/cvjena/cn24)\ndevelop (development branch): [![Build Status](https://travis-ci.org/cvjena/cn24.svg?branch=develop)](https://travis-ci.org/cvjena/cn24)\n\n## Welcome to the CN24 GitHub repository!\n\nCN24 is a complete semantic segmentation framework using fully convolutional networks. It supports a wide variety of\nplatforms (Linux, Mac OS X and Windows) and libraries (OpenCL, Intel MKL, AMD ACML...) while providing dependency-free\nreference implementations. The software is developed in the [Computer Vision Group](http://www.inf-cv.uni-jena.de) at the [University of Jena](http://www.uni-jena.de).\n\n## Why should I use CN24?\n1. Designed for *pixel-wise labeling and semantic segmentation* (train and test your own networks!)\n2. Suited for *various applications* in [driver assistance systems](http://hera.inf-cv.uni-jena.de:6680/pdf/Brust15:CPN.pdf), scene understanding, remote sensing, biomedical image processing and many more\n3. *OpenCL support* not only suited for NVIDIA GPUs\n4. High-performance implementation with *minimal dependencies* to other libraries\n\n## Getting started\nTo get started, clone this repository and visit the [wiki](https://github.com/cvjena/cn24/wiki)! Installation is just a two command lines away. For an even faster introduction, check out one of these examples:\n\n* [Urban Scene Understanding Example](https://github.com/cvjena/cn24/wiki/Urban-Scene-Understanding-Example)\n* [Road Detection Example](https://github.com/cvjena/cn24/wiki/Road-Detection-Example)\n\nThe repository contains pre-trained networks for these two applications, which are ready to use.\n\n### Licensing\nCN24 is available under a 3-clause BSD license. See [LICENSE](LICENSE) for details.\nIf you use CN24 for research, please cite our paper\n[Clemens-Alexander Brust, Sven Sickert, Marcel Simon, Erik Rodner, Joachim Denzler. \"Convolutional Patch Networks with Spatial Prior for Road Detection and Urban Scene Understanding\". VISAPP 2015](https://pub.inf-cv.uni-jena.de/pdf/Brust2015CPN).\n\nRemark: The paper does not discuss the fully convolutional network adaptations integrated in CN24.\n\n### Questions?\nIf you have questions, feedback, or experience problems. Let us know and write an e-mail to \n[Clemens-Alexander Brust](http://github.com/clrokr), [Sven Sickert](http://www.inf-cv.uni-jena.de/sickert), [Marcel Simon](http://www.inf-cv.uni-jena.de/simon), and [Erik Rodner](http://www.erodner.de).\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcvjena%2Fcn24","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fcvjena%2Fcn24","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcvjena%2Fcn24/lists"}