{"id":16359365,"url":"https://github.com/gaborvecsei/cdcgan-keras","last_synced_at":"2025-10-24T03:41:55.811Z","repository":{"id":84266110,"uuid":"164717978","full_name":"gaborvecsei/CDCGAN-Keras","owner":"gaborvecsei","description":"Conditional Deep Convolutional GAN","archived":false,"fork":false,"pushed_at":"2019-01-16T13:00:30.000Z","size":7598,"stargazers_count":42,"open_issues_count":0,"forks_count":10,"subscribers_count":4,"default_branch":"master","last_synced_at":"2025-03-17T19:21:20.381Z","etag":null,"topics":["cdcgan","dcgan","deep-convolutional-networks","deep-learning","gan","generative-adversarial-network","keras","machine-learning","mnist","tensorflow"],"latest_commit_sha":null,"homepage":null,"language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/gaborvecsei.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,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2019-01-08T19:25:56.000Z","updated_at":"2024-09-24T02:55:13.000Z","dependencies_parsed_at":"2023-05-24T04:45:22.392Z","dependency_job_id":null,"html_url":"https://github.com/gaborvecsei/CDCGAN-Keras","commit_stats":null,"previous_names":[],"tags_count":2,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/gaborvecsei%2FCDCGAN-Keras","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/gaborvecsei%2FCDCGAN-Keras/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/gaborvecsei%2FCDCGAN-Keras/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/gaborvecsei%2FCDCGAN-Keras/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/gaborvecsei","download_url":"https://codeload.github.com/gaborvecsei/CDCGAN-Keras/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":244717391,"owners_count":20498283,"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":["cdcgan","dcgan","deep-convolutional-networks","deep-learning","gan","generative-adversarial-network","keras","machine-learning","mnist","tensorflow"],"created_at":"2024-10-11T02:08:11.899Z","updated_at":"2025-10-24T03:41:50.769Z","avatar_url":"https://github.com/gaborvecsei.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Conditional Deep Convolutional GAN (CDCGAN) - Keras Implementation\n\nGenerated digits at every epoch:\n\n\u003cimg src=\"art/mnist_generated_per_epoch.gif\" width=\"640\" alt=\"Generated MNIST Characters\"\u003e\n\nLinear interpolation results:\n\n\u003cimg src=\"art/interpolation_2_to_4.gif\" width=\"250\" alt=\"Interpolation animation\"\u003e\u003cimg src=\"art/interpolation_8_to_5.gif\" width=\"250\" alt=\"Interpolation animation\"\u003e\u003cimg src=\"art/interpolation_9_to_6.gif\" width=\"250\" alt=\"Interpolation animation\"\u003e\n\n\n## Model\n\nThis is the abstract representation of the model just to get a \"bird eye view\" for better understanding.\n\n\u003cimg src=\"art/cdcgan_abstract_model.png\" width=\"640\" alt=\"Model\"\u003e\u003cbr/\u003e\n\n## Training\n\nJust run the script `cdcgan/cdcgan_train.py`\n\n## Weights \u0026 Tensorboard logs\n\nCheck the releases, for the latest models weights, and tensorboard logs, where you can see the generated images\nloss and the model graph\n\n## About\n\nGábor Vecsei\n\n- [Website](https://gaborvecsei.com)\n- [LinkedIn](https://www.linkedin.com/in/gaborvecsei)\n- [Twitter](https://twitter.com/GAwesomeBE)\n- [Personal Blog](https://gaborvecsei.wordpress.com/)\n- [Github](https://github.com/gaborvecsei)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fgaborvecsei%2Fcdcgan-keras","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fgaborvecsei%2Fcdcgan-keras","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fgaborvecsei%2Fcdcgan-keras/lists"}