{"id":14959044,"url":"https://github.com/rubenszimbres/gan-project-2018","last_synced_at":"2025-07-31T14:38:11.785Z","repository":{"id":107087075,"uuid":"131588040","full_name":"RubensZimbres/GAN-Project-2018","owner":"RubensZimbres","description":"GAN in Tensorflow to be run via Linux command line","archived":false,"fork":false,"pushed_at":"2018-05-04T11:20:55.000Z","size":1886,"stargazers_count":22,"open_issues_count":1,"forks_count":16,"subscribers_count":3,"default_branch":"master","last_synced_at":"2025-04-07T02:22:07.988Z","etag":null,"topics":["dcgan","dcgan-mnist-tutorial","dcgan-tensorflow","gan","generative-adversarial-network","generative-adversarial-networks","linux-kernel","tensorflow","tensorflow-models"],"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/RubensZimbres.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":"2018-04-30T11:34:01.000Z","updated_at":"2024-01-04T20:21:02.000Z","dependencies_parsed_at":null,"dependency_job_id":"351dc99c-ef81-4e39-8035-1b067b016cbb","html_url":"https://github.com/RubensZimbres/GAN-Project-2018","commit_stats":{"total_commits":97,"total_committers":1,"mean_commits":97.0,"dds":0.0,"last_synced_commit":"20791e58a68bceab04ceefc2d5be4219ffc3162f"},"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/RubensZimbres/GAN-Project-2018","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/RubensZimbres%2FGAN-Project-2018","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/RubensZimbres%2FGAN-Project-2018/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/RubensZimbres%2FGAN-Project-2018/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/RubensZimbres%2FGAN-Project-2018/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/RubensZimbres","download_url":"https://codeload.github.com/RubensZimbres/GAN-Project-2018/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/RubensZimbres%2FGAN-Project-2018/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":268057364,"owners_count":24188618,"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","status":"online","status_checked_at":"2025-07-31T02:00:08.723Z","response_time":66,"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":["dcgan","dcgan-mnist-tutorial","dcgan-tensorflow","gan","generative-adversarial-network","generative-adversarial-networks","linux-kernel","tensorflow","tensorflow-models"],"created_at":"2024-09-24T13:18:45.499Z","updated_at":"2025-07-31T14:38:11.764Z","avatar_url":"https://github.com/RubensZimbres.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Generative Adversarial Networks in Tensorflow - Linux Shell\n\nMy GitHub project on GANs to be run via Windows/Linux shell command\n\nInstructions:\n\n```\n$ git clone https://github.com/RubensZimbres/GAN-Project-2018\n\n$ cd GAN-Project-2018 \n```\nIf you are sure all the libraries in requirements.txt are installed, go to $ python main.py ... \n\n```\n$ conda install --yes --file requirements.txt\n\n$ python main.py --epoch=4000 --learning_rate=0.0002 --your_login=rubens\n```  \n\nArguments:  \n--epoch: default=5000  \n--learning_rate: default=0.0001  \n--sample_size: default=60  \n--gen_hidden: # hidden nodes in generator: default=80  \n--disc_hidden: # hidden nodes in discriminator: default=80  \n--your_login: your login in your OS: default:rubens\n\nTensorboard will start AFTER you close the pop-up (GAN output with MNIST digits)\n\n\u003cimg src=https://github.com/RubensZimbres/GAN-Project-2018/blob/master/Pictures/Screen_output.png\u003e \n\n\u003cimg src=https://github.com/RubensZimbres/GAN-Project-2018/blob/master/Pictures/Tensorboard_1.png\u003e\n\n\u003cimg src=https://github.com/RubensZimbres/GAN-Project-2018/blob/master/Pictures/Tensorboard_2.png\u003e\n\n\u003cimg src=https://github.com/RubensZimbres/GAN-Project-2018/blob/master/Pictures/Tensorboard_3.png\u003e\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Frubenszimbres%2Fgan-project-2018","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Frubenszimbres%2Fgan-project-2018","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Frubenszimbres%2Fgan-project-2018/lists"}