Skip to content

This repository contains the raw dataset used in the 'Optimizing Driver Monitoring System Performance on TI-TDA4VM Edge Device' paper. Additionally, it includes a comprehensive book detailing the step-by-step process to build the DMS.

Notifications You must be signed in to change notification settings

mariamahmed2/DMS-Supplementary-Material

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

5 Commits
 
 
 
 

Repository files navigation

IMX219 Camera Dataset

This dataset was collected during our work on the Driver Monitoring System (DMS) to evaluate its accuracy. It includes data for head pose (left, right, center, up, down), eye and mouth closure (opened and closed), as well as a modified true labeling version of the MPIIGaze open-source dataset for eye gaze. Link of the data: https://drive.google.com/drive/folders/1n1qGngQkApQE0-x9kc3-GeGhX27DzU_p

Latex Files for the Book

This includes LaTeX files detailing the comprehensive procedure and steps for building the application. The book starts with the system software architecture design and continues through to the deployment on the BeagleBone AI-64 using the IMX219 Camera, culminating in the performance evaluation.

About

This repository contains the raw dataset used in the 'Optimizing Driver Monitoring System Performance on TI-TDA4VM Edge Device' paper. Additionally, it includes a comprehensive book detailing the step-by-step process to build the DMS.

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published