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 39/100 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	Stars	Language
1	ndrplz/dreyeve [TPAMI 2018] Predicting the Driver’s Focus of Attention: the DR(eye)VE...	39	Emerging	113	C
2	ykotseruba/attention_and_driving A curated list of peer-reviewed papers on theoretical and practical aspects...	31	Emerging	132	—
3	ciglenecki/eeg-driver-fatigue-detection 🧠 + 🚗 Driver fatigue detection through multiple entropy fusion analysis in...	31	Emerging	23	Python
4	ivineetm007/drunk-detection This repository contains the source code for the paper Dataset of Perceived...	30	Emerging	17	Jupyter Notebook
5	Pratham-mehta/Real-time-Driver-Drowsiness-Detection-System-Using-Deep-Learning CS-GY 6953 Deep Learning Major Project	30	Emerging	21	Jupyter Notebook
6	SH0TGUN666/driver-fatigue-dataset A YOLOv11-based driver fatigue detection dataset with multi-feature fusion...	28	Experimental	5	—
7	Akarshjha03/IndraNav-Adaptive-Driving-System Indranav is a real-time computer vision–powered web application built with...	28	Experimental	6	JavaScript
8	GTruf/Driver-Drowsiness-Detector Prototype of an intelligent safety system for detecting driver drowsiness	26	Experimental	8	C++
9	abduulrahmankhalid/Alertawy AI-Powered Driver Monitoring System.	24	Experimental	2	—
10	thisishardik/automated-driver-drowsiness-control Automated Driver Drowsiness Control Technology Using Artificial...	23	Experimental	6	Java
11	jair-jr/driverBehavior Driver data collection Android app, R pre-processing source code, and Java...	21	Experimental	10	Java
12	Followb1ind1y/Distracted-Driver-Detection-Project State Farm Distracted Driver Detection Project using PyTorch	21	Experimental	10	Jupyter Notebook
13	hackenjoe/Advanced_Drowsiness_Detection Various methods for drowsiness detection with Python.	21	Experimental	12	Jupyter Notebook
14	janeetazahid/Fatigue-Driving-Detection Detecting Fatigue Driving using Deep Learning	20	Experimental	14	PureBasic
15	behnamUix/Antisleep یه سستم هوش مصنوعی ضد خواب تستی	20	Experimental	1	Kotlin
16	DivitMittal/Driver-Drowsiness-Detection Real-time drowsiness detection on driver's face continuously for signs of...	19	Experimental	8	Jupyter Notebook
17	us-utkarshsri07/ML-enabled-Driver-Drowsiness-Detection Real-time driver drowsiness detection using MobileNetV2 and OpenCV	19	Experimental	—	Jupyter Notebook
18	robmcelhinney/phone-block Android app using LSTM neural network to prevent phone use while driving by...	18	Experimental	3	Java
19	Shubham-Singla259/Driver-Drowsiness-Detection-System A Driver Drowsiness Detection System using deep learning is a technology...	17	Experimental	4	Jupyter Notebook
20	gaganvenkat99/driver-drowsiness-detection Real-time driver drowsiness detection system using computer vision and deep...	14	Experimental	—	Python
21	Ashrith59/Fatigue-detection-system Real-time fatigue detection system using computer vision and facial landmark...	14	Experimental	—	—
22	grofattila/tdk-driver-assistant Vezetést segítő funkciók fejlesztése okostelefonra mély tanulás alapon	14	Experimental	1	Java
23	srushtiipatel/driver-drowsiness-detection Real-time driver drowsiness detection using OpenCV and EAR	14	Experimental	—	Python
24	yashrajagawane/driver-drowsiness-detection-system Real-time AI Driver Drowsiness Detection using Flask, OpenCV & Dlib with...	14	Experimental	—	Python
25	IbtissamToure/drowsiness-detection Drowsiness detection project using computer vision and deep learning (MobileNetV2)	14	Experimental	—	Python
26	Ashikul-Kabir/Driver_Behavior-Detection-Using-CNN Analyzing large-scale vehicle camera datasets using Convolutional Neural...	14	Experimental	—	Jupyter Notebook
27	bilel2011714/Drowsy 🛌 Detect drowsiness and emotions in real-time using your phone camera with a...	14	Experimental	—	TypeScript
28	Mr-1504/Driver-Fatigue-Detection-Model This is a deep learning model that detects signs of driver fatigue....	13	Experimental	6	Python
29	nguyenquangtung/DL_Driver-drowsiness-detection Apply deeplearning for detecting and warning of driver drowsiness	13	Experimental	8	Jupyter Notebook
30	Venkat-023/Driver_Drowsiness_Alerting_System Real-Time Fatigue Monitoring with Dual CNN Models for Face & Eye Status....	13	Experimental	2	Jupyter Notebook
31	KoushikReddy9963/EEG-Based-Driver-Drowsiness-Detection-System Implementation of a calibration-free EEG-based driver drowsiness detection...	11	Experimental	—	Python
32	rasyidred/driver_dapp_contract Solidity smart contracts for immutable, auditable recording and...	11	Experimental	—	Solidity
33	minhduc341/edge_AI_drowsy_driver Driver Drowsiness Detection using MobileNetV2 on STM32	11	Experimental	—	C
34	Blhasn-Sehli/Drowsy Real-time drowsiness detection system using AI, FastAPI backend, and React...	11	Experimental	—	TypeScript
35	SamDheeraj/wakeguard-ai Web-based driver drowsiness detection system using facial landmark analysis.	11	Experimental	—	TypeScript
36	gorkemturkut57/DriveSense_AI_Thesis_Project AI-based system that detects driver drowsiness in real time using computer...	11	Experimental	—	—
37	rishn/DBAS Driver Behaviour Analysis System (DBAS) is a ROS-based driver monitoring...	11	Experimental	2	—
38	pranav1211/RTDMS The Real-Time Driver Monitoring System (RTDMS) enhances road safety using...	11	Experimental	—	Python
39	Pramad712/Distracted-Driver-Detector A distracted driver detector that uses neural networks/deep learning and...	10	Experimental	1	Python
40	SarwanShah/Distracted-Pedestrian-Classification-Using-CNNs-2020 Created a dataset of 1,300 images of distracted pedestrians and applied...	10	Experimental	1	Jupyter Notebook

Comparisons in this category

Real-time-Driver-Drowsiness-Detection-System-Using-Deep-Learning and Driver-Drowsiness-Detector (30 vs 26)