Hi I am Rajalakshmi, i would like to get the code for android driver drowsiness detection java code using any machine learning algorithm(for Eg:SVM).I am living at Thanjavur this is urgent.so please do me the needful at the earliest.
The driver is a major drowsiness, though the reason for the elusive, traffic accidents. Scientific support for the feasibility of this countermeasure concept demonstrates that by researching:
Drivers of sleep usually do not immediately "drop off", instead, there is an anterior period of decline in measurable performance with associated psychological physiological signs. Using a driving execution, drowsiness can be traced accurately, such as "drift-and-blow" steering and fluctuation in the lateral lane.
Direct, unobtrusive driver psychological use of physiological monitoring (eg, blindness) may possibly significantly increase the identification of drowsiness, the use of secondary / assisted hearing functions (for example, through a recorded voice, the driver's Audio identification functions were introduced) can increase the accuracy of identity.
The estimated vehicle-based driver drowsiness identification system will keep track of driver performance (and "microscopic performance" such as minute steering movements) and driver psychological physiological condition (especially blindness) in a consistent and delicate manner. The system can be programmed to provide immediate warning signs when fingers are present in the position of driver in situations of high density, with high certainty, or, alternatively, to present oral secondary work through recorded sound. Presents as a second-level check. Significant requirements for a successful countermayer demand and in combination with low countermeare costs, true ignorance, acceptable false false alarm rate, non-interference of primary driving work, compatibility and other IVHS accident prevention counter measures in R & D challenges, And a warning tactic he actually keeps the driver awake or refuses to stop it for the rest of the IR transmitter Is used to broadcast infrared rays in our eyes. The IR receiver is used to achieve the reflected infrared rays of the eye. If the eye is closed, the output of the IR receiver is high, otherwise the IR receiver output is low. To know whether the eye is shutting down or opening the position it is giving logic to the circuit to point out the output alarm. This project involves controlling the accident due to unconsciousness in the eye, where an eye-ball sensor is fixed in the vehicle, where no one becomes aware and indicates through an alarm.