Driver-Sleep-Detection-Face-Eyes-Mouth-Detection
Driver Fatigue Detector
An open-source Matlab-based system detects driver fatigue by analyzing facial features and video input to raise warnings when necessary.
As part of my thesis project, I designed a monitoring system in Matlab which processes the video input to indicate the current driving aptitude of the driver and warning alarm is raised based on eye blink and mouth yawning rate if driver is fatigue. It is implemented using Viola-Jones and Sobel techniques for facial features detection.
54 stars
8 watching
37 forks
Language: Matlab
last commit: over 8 years agoLinked from 1 awesome list
uhub/awesome-matlabRelated projects:
| Repository | Description | Stars |
|---|---|---|
 gtruf/driver-drowsiness-detector | An intelligent safety system for detecting driver drowsiness using facial video surveillance. | 2 |
 trancee/capacitor-google-mlkit-vision | An app for on-device face detection using machine learning | 13 |
 chenjoya/vehicle_detection_recognition | A Matlab project for vehicle detection and recognition using deep learning techniques. | 202 |
 dolotovevgeniy/deeppyramid | A repository providing pre-trained models and training scripts for face detection using a deep neural network architecture | 23 |
 vxy10/p5_vehicledetection_unet | Develops an object detection algorithm using a U-Net architecture to detect vehicles in images and videos from a publicly available dataset | 95 |
 mensen/swa-matlab | A MATLAB toolbox for automatic analysis and visualization of sleep EEG data | 52 |
 wose/bh1750 | A platform-agnostic driver to read ambient light sensor data from various devices. | 2 |
 matlab-deep-learning/pretrained-yolov8-network-for-object-detection | Pretrained YOLO object detection networks for real-time performance with good detection quality in MATLAB | 30 |
 bharath272/sds_eccv2014 | A Matlab implementation of simultaneous object detection and segmentation using deep learning techniques. | 96 |
 partofthestars/ppgi-toolbox | A MATLAB toolbox for analyzing facial images to estimate vital signs and emotional states from blood volume changes. | 79 |
 s-nandi/carla-car-detection | An application of object detection to simulate traffic signs/lights and cars in the Carla simulator environment | 5 |
| matlab-deep-learning/pretrained-yolov9-network-for-object-detection | Provides pre-trained YOLO object detection networks in MATLAB for real-time performance with good detection quality. | 6 |
| matlab-deep-learning/industrial-machinery-anomaly-detection | Automatically detects anomalies in industrial machinery vibration data using deep learning and autoencoder techniques | 47 |
 dianixn/signal_detection_ofdmpowerofdnn | A MATLAB implementation demonstrating the power of deep learning in signal detection and channel estimation for OFDM systems | 119 |
 martisaju/carla-speed-traffic-sign-detection-using-yolo | Detects CARLA Simulator traffic speed signs using YOLO v3 neural network object detection | 39 |