{"id":19839435,"url":"https://github.com/scientifichackers/minst-flutter-app","last_synced_at":"2025-06-29T11:32:41.656Z","repository":{"id":133148529,"uuid":"222025029","full_name":"scientifichackers/minst-flutter-app","owner":"scientifichackers","description":null,"archived":false,"fork":false,"pushed_at":"2019-11-16T01:26:47.000Z","size":67,"stargazers_count":2,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-02-28T22:20:40.194Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Dart","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/scientifichackers.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}},"created_at":"2019-11-16T00:32:20.000Z","updated_at":"2021-10-01T12:09:04.000Z","dependencies_parsed_at":null,"dependency_job_id":"5da0435c-6543-42aa-b3dc-c1ac31f562a3","html_url":"https://github.com/scientifichackers/minst-flutter-app","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/scientifichackers/minst-flutter-app","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/scientifichackers%2Fminst-flutter-app","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/scientifichackers%2Fminst-flutter-app/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/scientifichackers%2Fminst-flutter-app/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/scientifichackers%2Fminst-flutter-app/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/scientifichackers","download_url":"https://codeload.github.com/scientifichackers/minst-flutter-app/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/scientifichackers%2Fminst-flutter-app/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":262586293,"owners_count":23332825,"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":[],"created_at":"2024-11-12T12:22:25.586Z","updated_at":"2025-06-29T11:32:41.592Z","avatar_url":"https://github.com/scientifichackers.png","language":"Dart","funding_links":[],"categories":[],"sub_categories":[],"readme":"# minst-flutter-app\n\nA flutter app that lets you experiment with a MNIST (28x28) tf-keras model in real-time!\n\nWorks over websockets, using the amazing [Starlette](https://www.starlette.io/) web framework.\n\n![out](https://user-images.githubusercontent.com/19492893/68985653-144ff380-083e-11ea-9cee-8c260e558fc9.gif)\n\n\n## How to use this code?\n1. Save model using `model.save(mnist_model.h5)`\n2. Download model file to `client/server/mnist_model.h5`.\n3. Deploy python server by running the following commands in the `server/` directory (on a publically accessible server) -\n```\npip install -e .\nuvicorn --port \u003cserver port\u003e server:app\n```\n3. Change [`serverUrl`](https://github.com/scientifichackers/minst-flutter-app/blob/c7470999a0608706ca24daae1207c1ceac5af6a2/client/lib/src/constants.dart#L25) accordingly.\n4. In the `client/` directory, `flutter run`.\n\n## Thanks\n\nThanks to [this](https://github.com/sergiofraile/when_flutter_meets_tensorflow_part_4) medium article for the hand drawing canvas code.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fscientifichackers%2Fminst-flutter-app","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fscientifichackers%2Fminst-flutter-app","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fscientifichackers%2Fminst-flutter-app/lists"}