{"id":17133643,"url":"https://github.com/neka-nat/image_completion_tf2","last_synced_at":"2025-03-22T18:33:20.413Z","repository":{"id":75431478,"uuid":"116705517","full_name":"neka-nat/image_completion_tf2","owner":"neka-nat","description":"\"Globally and Locally Consistent Image Completion\" with Tensorflow2 Keras","archived":false,"fork":false,"pushed_at":"2019-10-17T16:05:56.000Z","size":373,"stargazers_count":31,"open_issues_count":8,"forks_count":11,"subscribers_count":5,"default_branch":"master","last_synced_at":"2025-03-18T13:51:25.697Z","etag":null,"topics":["deep-learning","gan","image-completion","keras","tensorflow","tensorflow2"],"latest_commit_sha":null,"homepage":"","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/neka-nat.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":"2018-01-08T17:13:48.000Z","updated_at":"2024-02-03T01:37:19.000Z","dependencies_parsed_at":"2023-03-11T19:50:10.485Z","dependency_job_id":null,"html_url":"https://github.com/neka-nat/image_completion_tf2","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neka-nat%2Fimage_completion_tf2","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neka-nat%2Fimage_completion_tf2/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neka-nat%2Fimage_completion_tf2/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neka-nat%2Fimage_completion_tf2/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/neka-nat","download_url":"https://codeload.github.com/neka-nat/image_completion_tf2/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":245003239,"owners_count":20545583,"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":["deep-learning","gan","image-completion","keras","tensorflow","tensorflow2"],"created_at":"2024-10-14T19:42:40.647Z","updated_at":"2025-03-22T18:33:20.120Z","avatar_url":"https://github.com/neka-nat.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Globally and Locally Consistent Image Completion\n\nThis is a Tensorflow2 Keras implementation of [\"Globally and Locally Consistent Image Completion\"](http://hi.cs.waseda.ac.jp/%7Eiizuka/projects/completion/data/completion_sig2017.pdf).\n\n## Install python libraries\n\n```\npip install pipenv\ncd image_completion_keras\npipenv install\n```\n\n## Prepare dataset\n\nPlease download appropriate image dataset and put it under the \"data\" folder and \"test\" folder.\nFor example, please put the images as follows.\n\n```\ndata\n└── place365\n    ├── Places365_00000001.jpg\n    ├── Places365_00000002.jpg\n    ├── Places365_00000003.jpg\n    ├── Places365_00000004.jpg\n    ├── Places365_00000005.jpg\n    ├── Places365_00000006.jpg\n    ├── Places365_00000007.jpg\n    ├── Places365_00000008.jpg\n    ...\ntest\n└── place365_test\n    ├── Places365_test_00000001.jpg\n    ├── Places365_test_00000002.jpg\n    ├── Places365_test_00000003.jpg\n    ├── Places365_test_00000004.jpg\n    ├── Places365_test_00000005.jpg\n    ├── Places365_test_00000006.jpg\n    ├── Places365_test_00000007.jpg\n    ├── Places365_test_00000008.jpg\n    ...\n```\n\n## Train\n\n```\npipenv shell\npython train.py\n```\n\n## Test\n\n```\npipenv shell\npython test.py\n```\n\n## Result\n\n![result](output/result.png)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fneka-nat%2Fimage_completion_tf2","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fneka-nat%2Fimage_completion_tf2","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fneka-nat%2Fimage_completion_tf2/lists"}