{"id":20274980,"url":"https://github.com/danilichev/app-api-py","last_synced_at":"2026-02-27T13:35:17.501Z","repository":{"id":250412832,"uuid":"794010696","full_name":"danilichev/app-api-py","owner":"danilichev","description":"A FastAPI boilerplate for ML related applications","archived":false,"fork":false,"pushed_at":"2024-07-27T06:14:05.000Z","size":400,"stargazers_count":2,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-01-29T03:51:10.340Z","etag":null,"topics":["asyncpg","docker","fastapi","poetry","postgresql","pydentic","python","pytorch","sqlalchemy"],"latest_commit_sha":null,"homepage":"","language":"Python","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/danilichev.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":"2024-04-30T09:35:50.000Z","updated_at":"2024-07-30T10:35:12.000Z","dependencies_parsed_at":"2024-07-27T08:29:13.984Z","dependency_job_id":"d6f24246-f7dc-4a24-90eb-f026351940e5","html_url":"https://github.com/danilichev/app-api-py","commit_stats":null,"previous_names":["danilichev/app-api-py"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/danilichev%2Fapp-api-py","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/danilichev%2Fapp-api-py/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/danilichev%2Fapp-api-py/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/danilichev%2Fapp-api-py/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/danilichev","download_url":"https://codeload.github.com/danilichev/app-api-py/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":245162189,"owners_count":20570692,"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":["asyncpg","docker","fastapi","poetry","postgresql","pydentic","python","pytorch","sqlalchemy"],"created_at":"2024-11-14T13:07:28.570Z","updated_at":"2026-02-27T13:35:12.454Z","avatar_url":"https://github.com/danilichev.png","language":"Python","readme":"# app-api-py\n\n### Overview\n\nThis is a FastAPI-based application designed to be a quick start for new projects. This project aims to streamline the development process by offering a ready-to-use template that can be easily extended and customized to meet specific requirements.\n\nBased on great project [fastapi-sqlalchemy-asyncpg](https://github.com/grillazz/fastapi-sqlalchemy-asyncpg) but it is tailored for ML-related applications.\n\nUses [MiVolo](https://github.com/WildChlamydia/MiVOLO) model for age estimation endpoint, checkpoints avalilble [here](https://drive.google.com/file/d/1LtDfAJrWrw-QA9U5IuC3_JImbvAQhrJE/view).\n\n### Make commands\n\n```shell\n# start local development\nmake setup\n# build project\nmake docker-build\n# apply db migrations\nmake docker-apply-db-migrations\n# run project in docker\nmake docker-up\n```\n\n### Citations\n\n```\n@article{mivolo2024,\n   Author = {Maksim Kuprashevich and Grigorii Alekseenko and Irina Tolstykh},\n   Title = {Beyond Specialization: Assessing the Capabilities of MLLMs in Age and Gender Estimation},\n   Year = {2024},\n   Eprint = {arXiv:2403.02302},\n}\n```\n","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdanilichev%2Fapp-api-py","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdanilichev%2Fapp-api-py","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdanilichev%2Fapp-api-py/lists"}