{"id":16714781,"url":"https://github.com/yoshidan/pytorch-eyeblink-detection","last_synced_at":"2025-04-10T06:14:03.341Z","repository":{"id":84112703,"uuid":"222673714","full_name":"yoshidan/pytorch-eyeblink-detection","owner":"yoshidan","description":"Simple Eye Blink Detection with CNN","archived":false,"fork":false,"pushed_at":"2019-11-22T03:32:53.000Z","size":2615,"stargazers_count":22,"open_issues_count":2,"forks_count":10,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-03-24T07:23:59.786Z","etag":null,"topics":["cnn","face-recognition","pytorch","xception"],"latest_commit_sha":null,"homepage":null,"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/yoshidan.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":"2019-11-19T10:50:12.000Z","updated_at":"2025-01-06T08:57:44.000Z","dependencies_parsed_at":"2023-03-12T21:45:17.289Z","dependency_job_id":null,"html_url":"https://github.com/yoshidan/pytorch-eyeblink-detection","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/yoshidan%2Fpytorch-eyeblink-detection","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/yoshidan%2Fpytorch-eyeblink-detection/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/yoshidan%2Fpytorch-eyeblink-detection/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/yoshidan%2Fpytorch-eyeblink-detection/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/yoshidan","download_url":"https://codeload.github.com/yoshidan/pytorch-eyeblink-detection/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248166925,"owners_count":21058481,"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":["cnn","face-recognition","pytorch","xception"],"created_at":"2024-10-12T21:07:03.280Z","updated_at":"2025-04-10T06:14:03.296Z","avatar_url":"https://github.com/yoshidan.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# pytorch-eyeblink-detection\nSimple Eye Blink Detection with CNN\n\n* Using Mini Xception \n* Model size is about `230KB`\n\n## Trained Model\n\nTrained by [CEW](http://parnec.nuaa.edu.cn/xtan/data/ClosedEyeDatabases.html) dataset.\n\n* Validation Accuracy : 96.7%\n* Validation Loss : 0.1256\n\nHere is the result of sample image.  \n| Image | Open Probability | Guided Backprop | Grad-Cam | Guided Grad-Cam\n\n\u003cimg src=\"./test/guided_gradcam.jpg\"\u003e\n\n## Retrain\n\n```\ncd src\npython train.py\npython check.py  #check.py supports cpu only\n```\n\n## Reference\n\n* [pytorch-facial-expression-recognition](https://github.com/yoshidan/pytorch-facial-expression-recognition)\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fyoshidan%2Fpytorch-eyeblink-detection","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fyoshidan%2Fpytorch-eyeblink-detection","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fyoshidan%2Fpytorch-eyeblink-detection/lists"}