{"id":21623982,"url":"https://github.com/e0xextazy/dog_breeds_clf","last_synced_at":"2026-04-13T11:01:32.115Z","repository":{"id":119047067,"uuid":"453403945","full_name":"e0xextazy/dog_breeds_clf","owner":"e0xextazy","description":"Trained the ResNet50 model from scratch on the imagewoof dataset. Reached 83% accuracy","archived":false,"fork":false,"pushed_at":"2022-01-29T16:19:07.000Z","size":87738,"stargazers_count":1,"open_issues_count":2,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-07-25T19:49:41.354Z","etag":null,"topics":["classification","classifier","classifier-model","deep-learning","deep-neural-networks","imagenette","imagewoof","resnet","resnet-18","resnet-34","resnet-50","resnet50"],"latest_commit_sha":null,"homepage":"","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/e0xextazy.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,"zenodo":null}},"created_at":"2022-01-29T13:21:42.000Z","updated_at":"2022-03-07T12:15:56.000Z","dependencies_parsed_at":"2023-04-04T09:57:15.694Z","dependency_job_id":null,"html_url":"https://github.com/e0xextazy/dog_breeds_clf","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/e0xextazy/dog_breeds_clf","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/e0xextazy%2Fdog_breeds_clf","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/e0xextazy%2Fdog_breeds_clf/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/e0xextazy%2Fdog_breeds_clf/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/e0xextazy%2Fdog_breeds_clf/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/e0xextazy","download_url":"https://codeload.github.com/e0xextazy/dog_breeds_clf/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/e0xextazy%2Fdog_breeds_clf/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":31749763,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-13T09:16:15.125Z","status":"ssl_error","status_checked_at":"2026-04-13T09:16:05.023Z","response_time":93,"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":["classification","classifier","classifier-model","deep-learning","deep-neural-networks","imagenette","imagewoof","resnet","resnet-18","resnet-34","resnet-50","resnet50"],"created_at":"2024-11-25T00:14:50.346Z","updated_at":"2026-04-13T11:01:32.095Z","avatar_url":"https://github.com/e0xextazy.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"[![GitHub issues](https://img.shields.io/github/issues/e0xextazy/dog_breeds_clf)](https://github.com/e0xextazy/dog_breeds_clf/issues)\n[![GitHub license](https://img.shields.io/github/license/e0xextazy/dog_breeds_clf?color=purple)](https://github.com/e0xextazy/dog_breeds_clf/blob/main/LICENSE)\n[![Code style](https://img.shields.io/badge/code%20style-black-black)](https://github.com/psf/black)\n\n# dog_breeds_clf\n\n### Everything is simple! Send a photo -\u003e take a breed\n\n## 👶 Dependencies\n* [Python 3.8 or higher](https://www.python.org/downloads/)\n* [Git SCM](https://git-scm.com/downloads)\n* [Docker](https://docs.docker.com/get-docker/)\n\n## 🛠️ Installation\n* ### From GitHub\nStep 1: \n```sh\ngit clone https://github.com/e0xextazy/dog_breeds_clf.git\n```\nStep 2: \n```sh\ncd dog_breeds_clf\n```\nStep 3:\n```sh\ndocker build -t \u003cIMAGE_NAME\u003e .\n```\nStep 4:\n```sh\ndocker run -d -p 5000:5000 \u003cIMAGE_NAME\u003e\n```\n\n* ### From DockerHub\nStep 1: \n```sh\ndocker pull mbaushenko/dog_breeds_clf:mvp\n```\nStep 2:\n```sh\ndocker run -d -p 5000:5000 mbaushenko/dog_breeds_clf:mvp\n```\n\n## 🚀 Usage\n\n* ### From GitHub/DockerHub\n```sh\npython3 utils/send_data.py\n```\n\n## ⚖️ License\n[MIT © 2022 Mark Baushenko](https://github.com/e0xextazy/dog_breeds_clf/blob/main/LICENSE)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fe0xextazy%2Fdog_breeds_clf","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fe0xextazy%2Fdog_breeds_clf","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fe0xextazy%2Fdog_breeds_clf/lists"}