OC

Drowsiness-Detection

Introduced 2020-02-03

These images were generated using UnityEyes simulator, after including essential eyeball physiology elements and modeling binocular vision dynamics. The images are annotated with head pose and gaze direction information, besides 2D and 3D landmarks of eye's most important features. Additionally, the images are distributed into two classes denoting the status of the eye (Open for open eyes, Closed for closed eyes). This dataset was used to train a DNN model for detecting drowsiness status of a driver. The dataset contains 1,704 training images, 4,232 testing images and additional 4,103 images for improvements.

Related Benchmarks

OC20/Initial Structure to Relaxed Energy (IS2RE)/Energy MAE OCCLUSION/1 Image, 2*2 Stitchi/MAP OCCLUSION/3D/MAP OCCLUSION/Pose Estimation/MAP OCHuman/1 Image, 2*2 Stitchi/AP50 OCHuman/1 Image, 2*2 Stitchi/AP75 OCHuman/1 Image, 2*2 Stitchi/Test AP OCHuman/1 Image, 2*2 Stitchi/Validation AP OCHuman/2D Human Pose Estimation/Test AP OCHuman/2D Human Pose Estimation/Validation AP OCHuman/3D/AP50 OCHuman/3D/AP75 OCHuman/3D/Test AP OCHuman/3D/Validation AP OCHuman/Human Instance Segmentation/AP OCHuman/Instance Segmentation/AP OCHuman/Multi-Person Pose Estimation/AP50 OCHuman/Multi-Person Pose Estimation/AP75 OCHuman/Multi-Person Pose Estimation/Validation AP OCHuman/Pose Estimation/AP50 OCHuman/Pose Estimation/AP75 OCHuman/Pose Estimation/Test AP OCHuman/Pose Estimation/Validation AP OCID/Instance Segmentation/Boundary F-measure OCT2017/Disease Prediction/Acc OCT2017/Disease Prediction/Sensitivity OCT2017/Medical Diagnosis/Acc OCT2017/Medical Diagnosis/Sensitivity OCW/Clustering/ Wasserstein Distance (WD)OCW/Clustering/# Correct Groups OCW/Clustering/# Solved Walls OCW/Clustering/Adjusted Mutual Information (AMI)OCW/Clustering/Adjusted Rand Index (ARI)OCW/Clustering/Fowlkes Mallows Score (FMS)OCW/Clustering/Wasserstein Distance (WD)OCW/Constrained Clustering/ Wasserstein Distance (WD)OCW/Constrained Clustering/# Correct Groups OCW/Constrained Clustering/# Solved Walls OCW/Constrained Clustering/Adjusted Mutual Information (AMI)OCW/Constrained Clustering/Adjusted Rand Index (ARI)OCW/Constrained Clustering/Fowlkes Mallows Score (FMS)OCW/Constrained Clustering/Wasserstein Distance (WD)Occ3D-nuScenes/Prediction Of Occupancy Grid Maps/mIoU Occluded COCO/Instance Segmentation/Mean Recall Occluded REID/Person Re-Identification/Rank-1 Occluded REID/Person Re-Identification/mAP Occluded-DukeMTMC/Person Re-Identification/ Rank-1 Occluded-DukeMTMC/Person Re-Identification/mAP Occluded-PoseTrack-ReID/Person Re-Identification/MAP Occluded-PoseTrack-ReID/Person Re-Identification/Rank-1 OccludedLINEMOD/1 Image, 2*2 Stitchi/Mean ADD OccludedLINEMOD/3D/Mean ADD OccludedLINEMOD/Pose Estimation/Mean ADD Occlusion LineMOD/1 Image, 2*2 Stitchi/Mean ADD Occlusion LineMOD/3D/Mean ADD Occlusion LineMOD/Pose Estimation/Mean ADD