{"id":18710891,"url":"https://github.com/sayamalt/driver-drowsiness-detection","last_synced_at":"2026-02-28T13:31:38.430Z","repository":{"id":133944984,"uuid":"527950897","full_name":"SayamAlt/Driver-Drowsiness-Detection","owner":"SayamAlt","description":"Successfully established a deep learning model which can accurately predict the drowsiness state of an individual and thereby alert a driver who is in a drowsy state for preventing fatal accidents.","archived":false,"fork":false,"pushed_at":"2022-11-13T09:19:17.000Z","size":967,"stargazers_count":4,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-04-10T02:47:49.843Z","etag":null,"topics":["convolutional-neural-networks","deep-learning","driver-drowsiness-detection","opencv"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","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/SayamAlt.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}},"created_at":"2022-08-23T11:03:28.000Z","updated_at":"2024-11-26T12:24:12.000Z","dependencies_parsed_at":null,"dependency_job_id":"48bee535-9355-41cf-8d8f-39b48afe6be6","html_url":"https://github.com/SayamAlt/Driver-Drowsiness-Detection","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/SayamAlt/Driver-Drowsiness-Detection","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SayamAlt%2FDriver-Drowsiness-Detection","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SayamAlt%2FDriver-Drowsiness-Detection/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SayamAlt%2FDriver-Drowsiness-Detection/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SayamAlt%2FDriver-Drowsiness-Detection/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/SayamAlt","download_url":"https://codeload.github.com/SayamAlt/Driver-Drowsiness-Detection/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SayamAlt%2FDriver-Drowsiness-Detection/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":29935356,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-02-28T13:16:57.922Z","status":"ssl_error","status_checked_at":"2026-02-28T13:11:15.149Z","response_time":90,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.5:443 state=error: 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":["convolutional-neural-networks","deep-learning","driver-drowsiness-detection","opencv"],"created_at":"2024-11-07T12:36:08.331Z","updated_at":"2026-02-28T13:31:38.385Z","avatar_url":"https://github.com/SayamAlt.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Driver-Drowsiness-Detection\n\n## Objective\n\nDay and night, the roadway is filled with uncountable vehicles. People who travel long distances and those who operate heavy machinery all experience sleep deprivation. Consequently, driving while drowsy is quite risky. The reason for the majority of accidents is the drowsiness of the driver. Continuous driving can be tedious and exhausting. A driver may get drowsy and perhaps nod off due to inactivity. In this project, I've developed a drowsy driver detection system to address such an issue.\n\n![Driver Drowsiness](https://repository-images.githubusercontent.com/322089592/8646cd80-403a-11eb-86c7-07ac8f8bc482)\n![Driver Drowsiness Detection](https://www.eetasia.com/wp-content/uploads/sites/2/2020/04/eye-trackinh.jpg)\n![Driver Sleepiness](https://assets-global.website-files.com/595d6b420002832258c527cb/618abc9cdfbae01bc36d2ce5_hero_advanced_drowsiness.jpg)\n\n## Dataset Used\n\nLink: https://www.kaggle.com/datasets/serenaraju/yawn-eye-dataset-new\n\n## Content\n\nThe dataset is divided into train and test sets with each set consisting of 4 target classes, namely \"Closed\", \"no_yawn\", \"yawn\" and \"Open\". \n\n## Technologies Used\n\n\u003cul\u003e\n  \u003cli\u003eKeras\u003c/li\u003e\n  \u003cli\u003eTensorflow\u003c/li\u003e\n  \u003cli\u003eOpenCV\u003c/li\u003e\n  \u003cli\u003eNumpy\u003c/li\u003e\n  \u003cli\u003eScikit-learn\u003c/li\u003e\n  \u003cli\u003ePillow(PIL)\u003c/li\u003e\n  \u003cli\u003eMatplotlib\u003c/li\u003e\n  \u003cli\u003eSeaborn\u003c/li\u003e\n \u003c/ul\u003e\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsayamalt%2Fdriver-drowsiness-detection","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsayamalt%2Fdriver-drowsiness-detection","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsayamalt%2Fdriver-drowsiness-detection/lists"}