{"id":18343713,"url":"https://github.com/nunorc/galaxy-convnet","last_synced_at":"2025-04-13T11:33:18.636Z","repository":{"id":137587155,"uuid":"186244051","full_name":"nunorc/galaxy-convnet","owner":"nunorc","description":"deep CNN for classification of galaxies","archived":false,"fork":false,"pushed_at":"2020-06-09T22:27:15.000Z","size":64315,"stargazers_count":4,"open_issues_count":0,"forks_count":2,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-03-27T02:43:32.557Z","etag":null,"topics":["astronomy","astrophysics","cnn-classification","deep-learning"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","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/nunorc.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":"2019-05-12T11:04:07.000Z","updated_at":"2023-03-21T18:19:56.000Z","dependencies_parsed_at":null,"dependency_job_id":"db659e33-7b0c-46b4-8b3b-ff5d77d1cdfb","html_url":"https://github.com/nunorc/galaxy-convnet","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/nunorc%2Fgalaxy-convnet","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/nunorc%2Fgalaxy-convnet/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/nunorc%2Fgalaxy-convnet/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/nunorc%2Fgalaxy-convnet/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/nunorc","download_url":"https://codeload.github.com/nunorc/galaxy-convnet/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248706089,"owners_count":21148636,"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":["astronomy","astrophysics","cnn-classification","deep-learning"],"created_at":"2024-11-05T20:41:27.123Z","updated_at":"2025-04-13T11:33:18.597Z","avatar_url":"https://github.com/nunorc.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"\n# Galaxy ConvNet\n\nAn exploratory definition of convolutional network for automatic classification\nof galaxies, based on visual images. Relevant files in the repository:\n\n* `galaxy-convnet-v2.ipynb`: Python notebook for training the model;\n* `galaxy-convnet-v2.h5`: model weights stored in HDF5 format;\n* `galaxy-convnet-dataset.ipynb`: Python notebook for creating the dataset;\n* `data.tgz`: possible dataset for training and validation, created with the above notebook.\n\nMore information about this project available in this blog [post](https://medium.com/@nunorc/galaxies-morphology-classification-using-convolutional-neural-networks-ed5d7d82fbf).\n\n### Acknowledgments\n\nThanks to Mariana Júlio for her interest in this project that sourced updates and improvements.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fnunorc%2Fgalaxy-convnet","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fnunorc%2Fgalaxy-convnet","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fnunorc%2Fgalaxy-convnet/lists"}