GitHub / Aysenuryilmazz / Driver_Drowsiness_Detection
Driver drowsiness is one of the causes of traffic accidents. According to the statistics; highway road crashes hold 11.09% of the total number of accidents. There are several reasons of drowsy driving such as: a lack of quality of sleep, may be overnight driving or having sleep disorders e.g. sleep apnea. However; all people should know that: People can not fight against to sleep. Using Image Processing and both classical and new-brand Machine Learning techniques, we are trying to know beforehand the driver's drowsiness and warning him/her with an alert before any crash happened.
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PURL: pkg:github/Aysenuryilmazz/Driver_Drowsiness_Detection
Stars: 7
Forks: 6
Open issues: 13
License: None
Language: Jupyter Notebook
Size: 123 MB
Dependencies parsed at: Pending
Created at: over 5 years ago
Updated at: over 1 year ago
Pushed at: over 2 years ago
Last synced at: over 1 year ago
Topics: computer-vision, dlib-face-detection, driver-drowsiness, k-nn, naive-bayes-algorithm, opencv-python, random-forest, scikit-learn