{"id":28226792,"url":"https://github.com/samo135/interactive-mnist","last_synced_at":"2025-06-13T08:30:52.768Z","repository":{"id":255253787,"uuid":"848887482","full_name":"SamO135/interactive-mnist","owner":"SamO135","description":"Web app using an MNIST trained neural network to classify images of numbers drawn by the user. An interactive way to play around with a simple neural network.","archived":false,"fork":false,"pushed_at":"2025-04-20T15:58:28.000Z","size":655,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-05-18T12:09:44.468Z","etag":null,"topics":["css","docker","fastapi","google-cloud-platform","html","mnist","neural-network","python","pytorch","rest-api"],"latest_commit_sha":null,"homepage":"https://interactive-mnist-128295820748.europe-west9.run.app/","language":"TypeScript","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/SamO135.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}},"created_at":"2024-08-28T15:31:25.000Z","updated_at":"2025-05-01T14:12:26.000Z","dependencies_parsed_at":"2024-08-28T21:53:55.089Z","dependency_job_id":"34d5e766-78d5-4c30-92d4-582ad118f73b","html_url":"https://github.com/SamO135/interactive-mnist","commit_stats":null,"previous_names":["samo135/interactive-mnist"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/SamO135/interactive-mnist","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SamO135%2Finteractive-mnist","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SamO135%2Finteractive-mnist/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SamO135%2Finteractive-mnist/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SamO135%2Finteractive-mnist/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/SamO135","download_url":"https://codeload.github.com/SamO135/interactive-mnist/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SamO135%2Finteractive-mnist/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":259609619,"owners_count":22884072,"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":["css","docker","fastapi","google-cloud-platform","html","mnist","neural-network","python","pytorch","rest-api"],"created_at":"2025-05-18T12:09:38.667Z","updated_at":"2025-06-13T08:30:52.763Z","avatar_url":"https://github.com/SamO135.png","language":"TypeScript","funding_links":[],"categories":[],"sub_categories":[],"readme":"# interactive-mnist\n\n[Link to website](https://interactive-mnist-128295820748.europe-west9.run.app/)\n\nDraw a number (0 - 9) in the box. When you click submit, the image will be passed through a simple convolutional neural network trained on the MNIST dataset which will try to accurately classify the number you have drawn. The model scored an accuracy of ~98% on the validation dataset. To the right of the box you will see what probabilities the model has assigned each number 0 - 9.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsamo135%2Finteractive-mnist","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsamo135%2Finteractive-mnist","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsamo135%2Finteractive-mnist/lists"}