{"id":21998031,"url":"https://github.com/despoisj/deepeyecontrol","last_synced_at":"2025-04-30T21:07:50.862Z","repository":{"id":185842828,"uuid":"78371095","full_name":"despoisj/DeepEyeControl","owner":"despoisj","description":"Using your eyes to trigger shortcuts on your computer","archived":false,"fork":false,"pushed_at":"2021-07-26T20:16:34.000Z","size":20,"stargazers_count":118,"open_issues_count":1,"forks_count":24,"subscribers_count":5,"default_branch":"master","last_synced_at":"2025-04-30T21:07:40.601Z","etag":null,"topics":["artificial-intelligence","deep-learning","machine-learning","neural-network"],"latest_commit_sha":null,"homepage":"https://medium.com/@juliendespois/talk-to-you-computer-with-you-eyes-and-deep-learning-a-i-odyssey-part-2-7d3405ab8be1#.9lke56u8t","language":"Python","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/despoisj.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}},"created_at":"2017-01-08T21:18:21.000Z","updated_at":"2024-10-10T03:34:04.000Z","dependencies_parsed_at":null,"dependency_job_id":"0da61d80-fd32-498d-81a4-50da9a6c3c8e","html_url":"https://github.com/despoisj/DeepEyeControl","commit_stats":null,"previous_names":["despoisj/deepeyecontrol"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/despoisj%2FDeepEyeControl","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/despoisj%2FDeepEyeControl/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/despoisj%2FDeepEyeControl/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/despoisj%2FDeepEyeControl/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/despoisj","download_url":"https://codeload.github.com/despoisj/DeepEyeControl/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":251782761,"owners_count":21642986,"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":["artificial-intelligence","deep-learning","machine-learning","neural-network"],"created_at":"2024-11-29T22:19:45.365Z","updated_at":"2025-04-30T21:07:50.845Z","avatar_url":"https://github.com/despoisj.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"\n\n\n# DeepEyeControl\nUsing your eyes to trigger shortcuts on your computer.\n\nRead the [article on Medium](https://medium.com/@juliendespois/talk-to-you-computer-with-you-eyes-and-deep-learning-a-i-odyssey-part-2-7d3405ab8be1#.9lke56u8t)\n\nRequired install:\n\n```\ntensorflow\ntflearn\n```\n\n- Create folder Data/Raw/, Data/Processed/ Models/ and Datasets/\n\nTo train the classifier:\n\n```\npython model.py train\n```\n\nTo test the classifier (requires some trivial tweaking in the code):\n\n```\npython model.py test\n```\n\nTo use the classifier to predict current motion:\n\n```\npython main.py\n```\n\n- Most editable parameters are in the config.py file, the model can be changed in the model.py file.\n- I haven't implemented the end of pipeline (actual commands trigger) but that is straightforward in the classifier.py file.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdespoisj%2Fdeepeyecontrol","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdespoisj%2Fdeepeyecontrol","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdespoisj%2Fdeepeyecontrol/lists"}