{"id":15723113,"url":"https://github.com/robmarkcole/arduino-tensorflow-example","last_synced_at":"2025-04-23T07:42:22.336Z","repository":{"id":85843863,"uuid":"217228326","full_name":"robmarkcole/arduino-tensorflow-example","owner":"robmarkcole","description":"Code and results from https://medium.com/p/7daf95b4157","archived":false,"fork":false,"pushed_at":"2019-10-24T06:43:45.000Z","size":2312,"stargazers_count":3,"open_issues_count":1,"forks_count":13,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-04-20T04:11:40.046Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"C","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/robmarkcole.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":"2019-10-24T06:34:30.000Z","updated_at":"2022-05-11T13:17:46.000Z","dependencies_parsed_at":"2023-11-26T00:30:33.297Z","dependency_job_id":null,"html_url":"https://github.com/robmarkcole/arduino-tensorflow-example","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/robmarkcole%2Farduino-tensorflow-example","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/robmarkcole%2Farduino-tensorflow-example/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/robmarkcole%2Farduino-tensorflow-example/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/robmarkcole%2Farduino-tensorflow-example/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/robmarkcole","download_url":"https://codeload.github.com/robmarkcole/arduino-tensorflow-example/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":250394415,"owners_count":21423360,"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":"2024-10-03T22:10:23.355Z","updated_at":"2025-04-23T07:42:22.316Z","avatar_url":"https://github.com/robmarkcole.png","language":"C","funding_links":[],"categories":[],"sub_categories":[],"readme":"# arduino-tensorflow-example\nCode and results from https://medium.com/p/7daf95b4157\n\nIt is important to review and clean up any bad data samples from the training dataset. With good training data the model is making accurate predictions with very high confidence. E.g. alternating flex and punch:\n```\npunch: 0.000110\nflex: 0.999890\n\npunch: 0.999995\nflex: 0.000005\n```\n\nIt would be interesting to see how well the model generalises for other users.\n\n\u003cp align=\"center\"\u003e\n\u003cimg src=\"https://github.com/robmarkcole/arduino-tensorflow-example/blob/master/images/flex.png\" width=\"800\"\u003e\n\u003c/p\u003e\n\n\u003cp align=\"center\"\u003e\n\u003cimg src=\"https://github.com/robmarkcole/arduino-tensorflow-example/blob/master/images/punch.png\" width=\"800\"\u003e\n\u003c/p\u003e\n\n\u003cp align=\"center\"\u003e\n\u003cimg src=\"https://github.com/robmarkcole/arduino-tensorflow-example/blob/master/images/train.png\" width=\"800\"\u003e\n\u003c/p\u003e","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Frobmarkcole%2Farduino-tensorflow-example","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Frobmarkcole%2Farduino-tensorflow-example","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Frobmarkcole%2Farduino-tensorflow-example/lists"}