{"id":30344954,"url":"https://github.com/mikehquan19/animals_classifier","last_synced_at":"2026-04-19T05:34:08.396Z","repository":{"id":309156718,"uuid":"1035327203","full_name":"mikehquan19/animals_classifier","owner":"mikehquan19","description":"The model that can classify animals","archived":false,"fork":false,"pushed_at":"2025-08-29T22:14:42.000Z","size":92,"stargazers_count":0,"open_issues_count":3,"forks_count":0,"subscribers_count":0,"default_branch":"master","last_synced_at":"2025-10-09T08:16:06.780Z","etag":null,"topics":["computer-vision","deep-learning","fastapi","image-classification","pytorch"],"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/mikehquan19.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,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2025-08-10T06:40:41.000Z","updated_at":"2025-08-29T22:14:45.000Z","dependencies_parsed_at":"2025-08-10T08:33:33.422Z","dependency_job_id":"4837cf64-02ab-40ea-86c9-d7493a8589f2","html_url":"https://github.com/mikehquan19/animals_classifier","commit_stats":null,"previous_names":["mikehquan19/animals_classifier"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/mikehquan19/animals_classifier","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mikehquan19%2Fanimals_classifier","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mikehquan19%2Fanimals_classifier/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mikehquan19%2Fanimals_classifier/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mikehquan19%2Fanimals_classifier/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/mikehquan19","download_url":"https://codeload.github.com/mikehquan19/animals_classifier/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mikehquan19%2Fanimals_classifier/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":31996441,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-18T20:23:30.271Z","status":"online","status_checked_at":"2026-04-19T02:00:07.110Z","response_time":55,"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":["computer-vision","deep-learning","fastapi","image-classification","pytorch"],"created_at":"2025-08-18T13:26:03.210Z","updated_at":"2026-04-19T05:34:08.379Z","avatar_url":"https://github.com/mikehquan19.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Animals Classifier \nThis is a set of classification models (VGG, Resnet) trained on [Animals-10](https://www.kaggle.com/datasets/alessiocorrado99/animals10) - a dataset of ~28k images of animals of 10 different categories. \n\nIt's still in progress as I'm still currently training the models. Weights for Resnet-101 and VGG-16 will be out soon. \n\nResnet-50 achieves the 80.7% val acc\n\nThis project primarily uses \u003cstrong\u003ePytorch\u003c/strong\u003e and \u003cstrong\u003eFastAPI\u003c/strong\u003e.\n\nVGG Architecture can be found and explored [here](https://arxiv.org/pdf/1409.1556)\nResnet Architecture can be found and explored [here](https://arxiv.org/pdf/1512.03385)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmikehquan19%2Fanimals_classifier","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmikehquan19%2Fanimals_classifier","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmikehquan19%2Fanimals_classifier/lists"}