{"id":13713459,"url":"https://github.com/rasbt/comparing-automatic-augmentation-blog","last_synced_at":"2025-05-01T02:48:18.232Z","repository":{"id":65588608,"uuid":"595238524","full_name":"rasbt/comparing-automatic-augmentation-blog","owner":"rasbt","description":"Comparing four automatic image augmentation techniques in PyTorch: AutoAugment, RandAugment, AugMix, and TrivialAugment","archived":false,"fork":false,"pushed_at":"2023-02-07T16:16:02.000Z","size":1566,"stargazers_count":30,"open_issues_count":0,"forks_count":1,"subscribers_count":4,"default_branch":"main","last_synced_at":"2025-05-01T02:48:13.041Z","etag":null,"topics":["ai","computer-vision","deep-learning","pytorch"],"latest_commit_sha":null,"homepage":"https://sebastianraschka.com/blog/2023/data-augmentation-pytorch.html","language":"Jupyter Notebook","has_issues":false,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"bsd-3-clause","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/rasbt.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":"2023-01-30T17:20:51.000Z","updated_at":"2025-04-26T12:16:43.000Z","dependencies_parsed_at":"2023-02-16T10:01:52.232Z","dependency_job_id":null,"html_url":"https://github.com/rasbt/comparing-automatic-augmentation-blog","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/rasbt%2Fcomparing-automatic-augmentation-blog","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/rasbt%2Fcomparing-automatic-augmentation-blog/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/rasbt%2Fcomparing-automatic-augmentation-blog/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/rasbt%2Fcomparing-automatic-augmentation-blog/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/rasbt","download_url":"https://codeload.github.com/rasbt/comparing-automatic-augmentation-blog/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":251815443,"owners_count":21648367,"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":["ai","computer-vision","deep-learning","pytorch"],"created_at":"2024-08-02T23:01:36.913Z","updated_at":"2025-05-01T02:48:18.212Z","avatar_url":"https://github.com/rasbt.png","language":"Jupyter Notebook","funding_links":[],"categories":["Jupyter Notebook"],"sub_categories":[],"readme":"# Comparing Automatic Augmentation\n\n\n\nA comparison of four automatic image augmentation techniques in PyTorch: AutoAugment, RandAugment, AugMix, and TrivialAugment.\n\nThe accompanying blog post can be found at: [https://sebastianraschka.com/blog/2023/data-augmentation-pytorch.html](https://sebastianraschka.com/blog/2023/data-augmentation-pytorch.html)\n\n\n\n\n\n![](results.png)","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Frasbt%2Fcomparing-automatic-augmentation-blog","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Frasbt%2Fcomparing-automatic-augmentation-blog","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Frasbt%2Fcomparing-automatic-augmentation-blog/lists"}