{"id":22704402,"url":"https://github.com/justanhduc/fucos-tensorflow","last_synced_at":"2026-05-01T14:34:17.060Z","repository":{"id":136862785,"uuid":"92409665","full_name":"justanhduc/fucos-tensorflow","owner":"justanhduc","description":"an implementation of fucos on tensorflow","archived":false,"fork":false,"pushed_at":"2017-06-06T09:14:15.000Z","size":32,"stargazers_count":3,"open_issues_count":0,"forks_count":1,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-10-12T04:29:05.389Z","etag":null,"topics":["deep-learning","machine-learning","python3","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/justanhduc.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}},"created_at":"2017-05-25T14:08:19.000Z","updated_at":"2021-11-14T10:59:56.000Z","dependencies_parsed_at":null,"dependency_job_id":"ffd1303e-f81a-41e4-b804-98ffe6a2f36d","html_url":"https://github.com/justanhduc/fucos-tensorflow","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/justanhduc/fucos-tensorflow","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/justanhduc%2Ffucos-tensorflow","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/justanhduc%2Ffucos-tensorflow/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/justanhduc%2Ffucos-tensorflow/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/justanhduc%2Ffucos-tensorflow/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/justanhduc","download_url":"https://codeload.github.com/justanhduc/fucos-tensorflow/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/justanhduc%2Ffucos-tensorflow/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":32501403,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-30T13:12:12.517Z","status":"online","status_checked_at":"2026-05-01T02:00:05.856Z","response_time":64,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"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":["deep-learning","machine-learning","python3","tensorflow"],"created_at":"2024-12-10T08:15:30.254Z","updated_at":"2026-05-01T14:34:17.039Z","avatar_url":"https://github.com/justanhduc.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# FUCOS-tensorflow\nA simple implementation of fucos on tensorflow\n\n## Requirements\n[Tensorflow](https://www.tensorflow.org/install/install_windows)\n\n[tqdm](https://pypi.python.org/pypi/tqdm)\n\n[VGG16 weights](https://www.cs.toronto.edu/~frossard/post/vgg16/), make a folder named \"pretrained\" and put the file into it.\n\nThe datasets for training, validation and testing can be found [here](https://onedrive.live.com/?id=9DDAAD6A86CCD831%218240\u0026cid=9DDAAD6A86CCD831). \n\n## Usages\nTo train our network from scratch\n```\npython fucos.py train path/to/checkpoint/folder\n```\nTo test an existing model on a folder of images\n```\npython fucos.py test path/to/checkpoint/file path/to/testing/image/folder\n```\nor only 1 image\n```\npython fucos.py test path/to/checkpoint/file path/to/testing/image 0\n```\n## Acknowlegements \nThis implementation doesn't follow exactly what's on the paper. For more information please check out the [original paper](https://www.google.co.kr/url?sa=t\u0026rct=j\u0026q=\u0026esrc=s\u0026source=web\u0026cd=1\u0026cad=rja\u0026uact=8\u0026ved=0ahUKEwiSkbmwnYvUAhVMHJQKHcYtBNkQFggmMAA\u0026url=http%3A%2F%2Fwww.cv-foundation.org%2Fopenaccess%2Fcontent_cvpr_2016%2Fpapers%2FBruce_A_Deeper_Look_CVPR_2016_paper.pdf\u0026usg=AFQjCNEe8O6bslD8hTTiGPfedAl0MmsoFA\u0026sig2=mCwVrLi_c6dxRiBqAPOydA).\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjustanhduc%2Ffucos-tensorflow","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fjustanhduc%2Ffucos-tensorflow","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjustanhduc%2Ffucos-tensorflow/lists"}