piyushbajaj0704 / Driver-Sleep-Detection-Face-Eyes-Mouth-Detection
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.
☆53Updated 6 years ago
Related projects ⓘ
Alternatives and complementary repositories for Driver-Sleep-Detection-Face-Eyes-Mouth-Detection
- Eye state classification using OpenCV and DLib to estimate Percentage Eye Closure (PERCLOS) and alert a drowsy person (such as a driver).☆53Updated 5 years ago
- drowsiness detection☆138Updated 5 years ago
- CNN+LSTM; Video classification; Four categories（Normal; Smoking; Using mobile; Off seat）☆42Updated 6 years ago
- Detect driver drowsiness and gaze direction☆78Updated 5 years ago
- Driver fatigue detection based on eye state analysis☆42Updated 5 years ago
- StateFarm dataset used to predict the class of the distracted driver using VGG-16, RESNET50, XCEPTION and MOBILE NET models☆32Updated 4 years ago
- Drowsy driver detection using Keras and convolution neural networks.☆109Updated 6 years ago
- This is a project implementing Computer Vision and Deep Learning concepts to detect drowsiness of a driver and sound an alarm if drowsy.☆18Updated 6 years ago
- This project aims to detect the dangerous status of driving based on the images captured by the dashboard camera using deep learning.☆32Updated 7 years ago
- Predicting the likelihood of what the driver is doing in each of the pictures in the dataset.☆41Updated 6 years ago
- 人工智慧學校的期末專題 - 疲勞駕駛偵測☆13Updated 5 years ago
- This project is aimed to train model that detects talking and yawning from sequential images.☆17Updated 2 years ago
- This is an implementation of FATAUVA-Net model in paper: An Integrated Deep Learning Framework for Facial Attribute Recognition, Action U…☆19Updated 6 years ago
- Automatically classification of each driver's behavior given a dataset of 2D dashboard camera images.☆35Updated 6 years ago
- Driver fatigue detection model using Inception v3 and LSTM.☆10Updated 2 years ago
- pedestrian detection and tracking using yolo darknet -python with dlib☆19Updated 7 years ago
- This is a project about detecting spoofing in images using CNN and SVM☆32Updated 6 years ago
- The supporting code used for the baseline temporal method on the UTA-RLDD dataset☆70Updated 2 years ago
- Handy python scripts for image dataset processing.☆73Updated 4 years ago
- Mobilenet SSD based pedestrian detection☆49Updated 6 years ago
- Pedestrian detection using Mobilenet SSD and tracking☆17Updated 6 years ago
- Facial Expression Recognition by Convolutional Neural Network(Keras), real time recognition with OpenCV, Final Project for Deep Learning …☆29Updated 5 years ago
- Intelligent Driver Monitoring system for Autonomous Vehicles☆54Updated 4 years ago
- Gaze-Tracking based on head orientation and eye orientation☆66Updated 5 years ago
- 2 networks to recognition gender and emotion; face detection using Opencv or Mtcnn☆21Updated 6 years ago
- driver monitor system based on deep learning☆61Updated 4 years ago
- ☆22Updated 5 years ago
- This is a project implementing Computer Vision and Deep Learning concepts to detect drowsiness of a driver and sound an alarm if drowsy.☆123Updated 6 years ago
- Apache MXNet Gluon implementation for state of the art FER+ paper for Facial Emotion Recognition - https://arxiv.org/abs/1608.01041☆57Updated last year