Driver Attention Monitoring ML Frameworks
Real-time AI systems that detect driver drowsiness, distraction, fatigue, and attention states using computer vision and machine learning for vehicle safety. Does NOT include general driver behavior analytics, fleet management platforms, or non-vision-based telematics systems.
There are 40 driver attention monitoring frameworks tracked. The highest-rated is ndrplz/dreyeve at 46/100 with 113 stars.
Get all 40 projects as JSON
curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=ml-frameworks&subcategory=driver-attention-monitoring&limit=20"
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| # | Framework | Score | Tier |
|---|---|---|---|
| 1 |
ndrplz/dreyeve
[TPAMI 2018] Predicting the Driver’s Focus of Attention: the DR(eye)VE... |
|
Emerging |
| 2 |
ykotseruba/attention_and_driving
A curated list of peer-reviewed papers on theoretical and practical aspects... |
|
Emerging |
| 3 |
ciglenecki/eeg-driver-fatigue-detection
🧠 + 🚗 Driver fatigue detection through multiple entropy fusion analysis in... |
|
Emerging |
| 4 |
Pratham-mehta/Real-time-Driver-Drowsiness-Detection-System-Using-Deep-Learning
CS-GY 6953 Deep Learning Major Project |
|
Emerging |
| 5 |
ivineetm007/drunk-detection
This repository contains the source code for the paper Dataset of Perceived... |
|
Emerging |
| 6 |
Akarshjha03/IndraNav-Adaptive-Driving-System
Indranav is a real-time computer vision–powered web application built with... |
|
Emerging |
| 7 |
abduulrahmankhalid/Alertawy
AI-Powered Driver Monitoring System. |
|
Emerging |
| 8 |
Followb1ind1y/Distracted-Driver-Detection-Project
State Farm Distracted Driver Detection Project using PyTorch |
|
Experimental |
| 9 |
jair-jr/driverBehavior
Driver data collection Android app, R pre-processing source code, and Java... |
|
Experimental |
| 10 |
hackenjoe/Advanced_Drowsiness_Detection
Various methods for drowsiness detection with Python. |
|
Experimental |
| 11 |
janeetazahid/Fatigue-Driving-Detection
Detecting Fatigue Driving using Deep Learning |
|
Experimental |
| 12 |
DivitMittal/Driver-Drowsiness-Detection
Real-time drowsiness detection on driver's face continuously for signs of... |
|
Experimental |
| 13 |
robmcelhinney/phone-block
Android app using LSTM neural network to prevent phone use while driving by... |
|
Experimental |
| 14 |
Shubham-Singla259/Driver-Drowsiness-Detection-System
A Driver Drowsiness Detection System using deep learning is a technology... |
|
Experimental |
| 15 |
behnamUix/Antisleep
یه سستم هوش مصنوعی ضد خواب تستی |
|
Experimental |
| 16 |
grofattila/tdk-driver-assistant
Vezetést segítő funkciók fejlesztése okostelefonra mély tanulás alapon |
|
Experimental |
| 17 |
us-utkarshsri07/ML-enabled-Driver-Drowsiness-Detection
Real-time driver drowsiness detection using MobileNetV2 and OpenCV |
|
Experimental |
| 18 |
Mr-1504/Driver-Fatigue-Detection-Model
This is a deep learning model that detects signs of driver fatigue.... |
|
Experimental |
| 19 |
nguyenquangtung/DL_Driver-drowsiness-detection
Apply deeplearning for detecting and warning of driver drowsiness |
|
Experimental |
| 20 |
Venkat-023/Driver_Drowsiness_Alerting_System
Real-Time Fatigue Monitoring with Dual CNN Models for Face & Eye Status.... |
|
Experimental |
| 21 |
rishn/DBAS
Driver Behaviour Analysis System (DBAS) is a ROS-based driver monitoring... |
|
Experimental |
| 22 |
SarwanShah/Distracted-Pedestrian-Classification-Using-CNNs-2020
Created a dataset of 1,300 images of distracted pedestrians and applied... |
|
Experimental |
| 23 |
Pramad712/Distracted-Driver-Detector
A distracted driver detector that uses neural networks/deep learning and... |
|
Experimental |
| 24 |
srushtiipatel/driver-drowsiness-detection
Real-time driver drowsiness detection using OpenCV and EAR |
|
Experimental |
| 25 |
rasyidred/driver_dapp_contract
Solidity smart contracts for immutable, auditable recording and... |
|
Experimental |
| 26 |
Blhasn-Sehli/Drowsy
Real-time drowsiness detection system using AI, FastAPI backend, and React... |
|
Experimental |
| 27 |
pranav1211/RTDMS
The Real-Time Driver Monitoring System (RTDMS) enhances road safety using... |
|
Experimental |
| 28 |
minhduc341/edge_AI_drowsy_driver
Driver Drowsiness Detection using MobileNetV2 on STM32 |
|
Experimental |
| 29 |
AHMEDSANA/Drowsiness-Detection
In this project we will train our model on open and close eyes dataset then... |
|
Experimental |
| 30 |
SayamAlt/Driver-Drowsiness-Detection
Successfully established a deep learning model which can accurately predict... |
|
Experimental |
| 31 |
nahidhashik/Drowsiness-Detection-System
Drowsiness Detection System |
|
Experimental |
| 32 |
MahdiHedayati01/drowsiness-detection
Real-time drowsiness detection using Python, MediaPipe, and EAR to monitor... |
|
Experimental |
| 33 |
cre8-capstone-project/DriverBuddy
DriveBuddy is an AI-powered app with fatigue detection and real-time alerts... |
|
Experimental |
| 34 |
KoushikReddy9963/EEG-Based-Driver-Drowsiness-Detection-System
Implementation of a calibration-free EEG-based driver drowsiness detection... |
|
Experimental |
| 35 |
IbtissamToure/drowsiness-detection
Drowsiness detection project using computer vision and deep learning (MobileNetV2) |
|
Experimental |
| 36 |
AS-0167/D3-CNN
An academic project that implements a Convolutional Neural Network (CNN)... |
|
Experimental |
| 37 |
Freedisch/safetycall
SafetyCall is a seizure monitoring system with computer vision that swiftly... |
|
Experimental |
| 38 |
AS-0167/D3-CNN-2
A simplified and improved academic project implementing a CNN from scratch... |
|
Experimental |
| 39 |
devyansh22156/AlertDrive-Android-Application
AlertDrive is a real-time Android application that monitors driver fatigue... |
|
Experimental |
| 40 |
SiddiquiZainab/Student_Concentration_Detection
A computer vision project for detecting student concentration levels using... |
|
Experimental |