{"id":15694512,"url":"https://github.com/datitran/dogs-vs-cats","last_synced_at":"2026-03-06T17:03:04.751Z","repository":{"id":107997386,"uuid":"76013714","full_name":"datitran/Dogs-vs-Cats","owner":"datitran","description":null,"archived":false,"fork":false,"pushed_at":"2017-04-18T07:42:34.000Z","size":451,"stargazers_count":7,"open_issues_count":2,"forks_count":4,"subscribers_count":4,"default_branch":"master","last_synced_at":"2025-07-09T07:53:12.799Z","etag":null,"topics":[],"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/datitran.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":"2016-12-09T07:47:12.000Z","updated_at":"2022-02-13T06:32:12.000Z","dependencies_parsed_at":"2023-06-09T16:00:41.402Z","dependency_job_id":null,"html_url":"https://github.com/datitran/Dogs-vs-Cats","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/datitran/Dogs-vs-Cats","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/datitran%2FDogs-vs-Cats","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/datitran%2FDogs-vs-Cats/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/datitran%2FDogs-vs-Cats/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/datitran%2FDogs-vs-Cats/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/datitran","download_url":"https://codeload.github.com/datitran/Dogs-vs-Cats/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/datitran%2FDogs-vs-Cats/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":30186780,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-03-06T14:42:24.748Z","status":"ssl_error","status_checked_at":"2026-03-06T14:42:14.925Z","response_time":250,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.6:443 state=error: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"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":[],"created_at":"2024-10-03T18:59:57.009Z","updated_at":"2026-03-06T17:03:04.737Z","avatar_url":"https://github.com/datitran.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Dogs-vs-Cats\n\nA fun project to differentiate dogs from cats.\nDataset is from Kaggle: https://www.kaggle.com/c/dogs-vs-cats-redux-kernels-edition.\nDownload it and create a `data` folder, put `train.zip` and `test.zip` into it.\n\n## Getting Started\n\n#### Train data\n`python dogs_vs_cats_training.py`\n\n#### Generate submissions for kaggle\n`python create_submissions.py`\n\n#### Notes\n- Pretrained VGG16 model: `dogs_vs_cats_training_pretrained.py`\n- Pretrained VGG16 model with image augmentation: `dogs_vs_cats_training_pretrained_optimized.py`\n- Submission generation script: `create_submissions_pretrained.py`\n\n## Copyright\n\nSee [LICENSE](LICENSE) for details.\nCopyright (c) 2016 [Dat Tran](http://www.dat-tran.com/).","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdatitran%2Fdogs-vs-cats","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdatitran%2Fdogs-vs-cats","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdatitran%2Fdogs-vs-cats/lists"}