{"id":13936792,"url":"https://github.com/bamos/dcgan-completion.tensorflow","last_synced_at":"2025-04-12T15:43:10.394Z","repository":{"id":50319887,"uuid":"65300077","full_name":"bamos/dcgan-completion.tensorflow","owner":"bamos","description":"Image Completion with Deep Learning in TensorFlow","archived":false,"fork":false,"pushed_at":"2017-07-18T11:08:45.000Z","size":73309,"stargazers_count":1313,"open_issues_count":27,"forks_count":387,"subscribers_count":44,"default_branch":"master","last_synced_at":"2025-04-03T16:13:21.259Z","etag":null,"topics":["deep-learning","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":"other","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/bamos.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":"2016-08-09T14:07:57.000Z","updated_at":"2025-03-23T03:33:20.000Z","dependencies_parsed_at":"2022-09-06T09:50:44.513Z","dependency_job_id":null,"html_url":"https://github.com/bamos/dcgan-completion.tensorflow","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/bamos%2Fdcgan-completion.tensorflow","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bamos%2Fdcgan-completion.tensorflow/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bamos%2Fdcgan-completion.tensorflow/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bamos%2Fdcgan-completion.tensorflow/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/bamos","download_url":"https://codeload.github.com/bamos/dcgan-completion.tensorflow/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248590938,"owners_count":21129916,"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","tensorflow"],"created_at":"2024-08-07T23:03:00.213Z","updated_at":"2025-04-12T15:43:10.377Z","avatar_url":"https://github.com/bamos.png","language":"Python","funding_links":[],"categories":["Python"],"sub_categories":[],"readme":"# Image Completion with Deep Learning in TensorFlow\n\n![](/completion.compressed.gif)\n\n+ [See my blog post for more details and usage instructions](http://bamos.github.io/2016/08/09/deep-completion/).\n+ This repository implements Raymond Yeh and Chen Chen et al.'s paper\n  [Semantic Image Inpainting with Perceptual and Contextual Losses](https://arxiv.org/abs/1607.07539).\n+ Most of the code in this repository was written by modifying a\n  duplicate of [Taehoon Kim's](http://carpedm20.github.io/)\n  [DCGAN-tensorflow](https://github.com/carpedm20/DCGAN-tensorflow) project,\n  which is MIT-licensed.\n  My modifications are also [MIT-licensed](./LICENSE).\n+ The [./checkpoint](./checkpoint) directory contains a pre-trained\n  model for faces, trained on the CelebA dataset for 20 epochs.\n\n# Citations\n\nPlease consider citing this project in your\npublications if it helps your research.\nThe following is a [BibTeX](http://www.bibtex.org/)\nand plaintext reference.\nThe BibTeX entry requires the `url` LaTeX package.\n\n```\n@misc{amos2016image,\n    title        = {{Image Completion with Deep Learning in TensorFlow}},\n    author       = {Amos, Brandon},\n    howpublished = {\\url{http://bamos.github.io/2016/08/09/deep-completion}},\n    note         = {Accessed: [Insert date here]}\n}\n\nBrandon Amos. Image Completion with Deep Learning in TensorFlow.\nhttp://bamos.github.io/2016/08/09/deep-completion.\nAccessed: [Insert date here]\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbamos%2Fdcgan-completion.tensorflow","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fbamos%2Fdcgan-completion.tensorflow","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbamos%2Fdcgan-completion.tensorflow/lists"}