{"id":32633310,"url":"https://github.com/johannest/ai-experiments","last_synced_at":"2026-04-17T13:31:59.016Z","repository":{"id":148529186,"uuid":"92679142","full_name":"johannest/ai-experiments","owner":"johannest","description":"Experimenting with Artificial Intelligence","archived":false,"fork":false,"pushed_at":"2017-06-22T10:05:06.000Z","size":48874,"stargazers_count":2,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-10-30T23:52:59.460Z","etag":null,"topics":["deep-learning","image-recognition","polymer2","progressive-web-app","spring-boot","tensorflow","vaadin"],"latest_commit_sha":null,"homepage":null,"language":"HTML","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/johannest.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":"2017-05-28T18:25:33.000Z","updated_at":"2025-08-07T12:22:01.000Z","dependencies_parsed_at":"2023-05-20T07:30:17.240Z","dependency_job_id":null,"html_url":"https://github.com/johannest/ai-experiments","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/johannest/ai-experiments","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/johannest%2Fai-experiments","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/johannest%2Fai-experiments/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/johannest%2Fai-experiments/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/johannest%2Fai-experiments/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/johannest","download_url":"https://codeload.github.com/johannest/ai-experiments/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/johannest%2Fai-experiments/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":31931284,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-17T12:37:54.787Z","status":"ssl_error","status_checked_at":"2026-04-17T12:37:25.095Z","response_time":62,"last_error":"SSL_read: 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":["deep-learning","image-recognition","polymer2","progressive-web-app","spring-boot","tensorflow","vaadin"],"created_at":"2025-10-30T23:50:52.283Z","updated_at":"2026-04-17T13:31:59.003Z","avatar_url":"https://github.com/johannest.png","language":"HTML","funding_links":[],"categories":[],"sub_categories":[],"readme":"# AI experiments with PWA-Polymer frontend and Java-Spring-Tensorflow backend\n\nThis application demonstrates how to integrate TensorFlow with you Progressive Web Application. The idea is to use different pre-trained deep learning models.\n\n## Release 0.1\nAn initial release with PWA front-end and Java+Spring+Tensorflow backend. Using pre-trained image-net model (https://github.com/miyosuda/TensorFlowAndroidDemo/tree/master/app/src/main/assets) with 1000 different image classed.\n \n## Requirements\n\n- Java 1.8\n- Maven\n- NPM\n- Bower\n\nBefore you start, be sure you have Node installed. If you are on Mac, I suggest using [Homebrew](http://brew.sh/) to install it. \nWhen you have node installed, install bower:\n \n ```npm install -g bower```\n \n## Running\n\nYou can start the application locally by running:\n \n```mvn package spring-boot:run```\n\nOpen [http://localhost:5000](http://localhost:5000) in your browser\n\n# Production\n\nFor a production optimized version, run with the `production` profile. This will run vulcanize on your HTML imports to bundle them all into one file.\n\n```mvn clean package spring-boot:run -Pproduction```\n\n## Resources for Polymer development\n\n- [Polymer Homepage](https://www.polymer-project.org/) - catalog of Polymer elements and guides\n- [Vaadin Elements](https://vaadin.com/elements) - open source web components for business oriented apps.\n\n## References \n\n- [Spring boot PWA example](https://github.com/vaadin-marcus/polymer-spring-boot) - Spring boot PWA example by Marcus Hellberg, this example is used as a basis of this ai-experiments project.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjohannest%2Fai-experiments","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fjohannest%2Fai-experiments","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjohannest%2Fai-experiments/lists"}