{"id":21216753,"url":"https://github.com/mingtaoguo/fcn_segmentation_tensorflow","last_synced_at":"2026-05-19T01:35:01.791Z","repository":{"id":168646396,"uuid":"196532541","full_name":"MingtaoGuo/FCN_Segmentation_TensorFlow","owner":"MingtaoGuo","description":"Implementing the paper: Fully Convolutional Networks for Semantic Segmentation","archived":false,"fork":false,"pushed_at":"2019-07-12T12:02:04.000Z","size":229,"stargazers_count":3,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"master","last_synced_at":"2025-03-15T00:42:09.746Z","etag":null,"topics":["fcn","image-segmentation","tensorflow"],"latest_commit_sha":null,"homepage":null,"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/MingtaoGuo.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":"2019-07-12T07:39:23.000Z","updated_at":"2020-06-15T03:14:59.000Z","dependencies_parsed_at":null,"dependency_job_id":"d4b3c6f8-cdde-4be7-8a5f-50cea9d8a0a4","html_url":"https://github.com/MingtaoGuo/FCN_Segmentation_TensorFlow","commit_stats":null,"previous_names":["mingtaoguo/fcn_segmentation_tensorflow"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/MingtaoGuo/FCN_Segmentation_TensorFlow","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MingtaoGuo%2FFCN_Segmentation_TensorFlow","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MingtaoGuo%2FFCN_Segmentation_TensorFlow/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MingtaoGuo%2FFCN_Segmentation_TensorFlow/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MingtaoGuo%2FFCN_Segmentation_TensorFlow/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/MingtaoGuo","download_url":"https://codeload.github.com/MingtaoGuo/FCN_Segmentation_TensorFlow/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MingtaoGuo%2FFCN_Segmentation_TensorFlow/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":33197702,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-18T09:27:30.708Z","status":"ssl_error","status_checked_at":"2026-05-18T09:27:28.300Z","response_time":71,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.5:443 state=error: 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":["fcn","image-segmentation","tensorflow"],"created_at":"2024-11-20T21:55:29.152Z","updated_at":"2026-05-19T01:35:01.749Z","avatar_url":"https://github.com/MingtaoGuo.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# FCN_segmentation\nImplementing the paper: Fully Convolutional Networks for Semantic Segmentation\n\n# Introduction\nThis code simplely implement the paper [Fully Convolutional Networks for Semantic Segmentation](https://people.eecs.berkeley.edu/~jonlong/long_shelhamer_fcn.pdf)\n![](https://github.com/MingtaoGuo/FCN_segmentation/blob/master/IMGS/0.jpg)\n# Dataset\nDataset is a little small, we just use PASCAL VOC 2007, which includes about 400 segmentation iamges.\n\nDataset PASCAL VOC 2007: https://pjreddie.com/media/files/VOCtrainval_06-Nov-2007.tar\n\npretrained vgg16: https://drive.google.com/open?id=1LTptCY96ABAUlJHUJq6MhqNrDQN7JfQP\n\n1. putting vgg16.npy into the folder 'vgg_para'\n2. unzipping VOCtrainval_06-Nov-2007.tar and \n# Requirements\n1. python 3.5\n2. tensorflow-gpu 1.4.0\n3. pillow\n4. scipy\n5. numpy\n6. matplotlib\n# Results\n|Movie|IMG1|IMG2|\n|-|-|-|\n|I Am Legend|![](https://github.com/MingtaoGuo/FCN_segmentation/blob/master/IMGS/1.jpg)|![](https://github.com/MingtaoGuo/FCN_segmentation/blob/master/IMGS/4.jpg)|\n|Resident Evil|![](https://github.com/MingtaoGuo/FCN_segmentation/blob/master/IMGS/2.jpg)|![](https://github.com/MingtaoGuo/FCN_segmentation/blob/master/IMGS/3.jpg)|\n|The Walking Dead|![](https://github.com/MingtaoGuo/FCN_segmentation/blob/master/IMGS/5.jpg)|![](https://github.com/MingtaoGuo/FCN_segmentation/blob/master/IMGS/6.jpg)|\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmingtaoguo%2Ffcn_segmentation_tensorflow","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmingtaoguo%2Ffcn_segmentation_tensorflow","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmingtaoguo%2Ffcn_segmentation_tensorflow/lists"}