{"url":"/dataset/gd","name":"GD","full_name":"Gaze-Detection","description_markdown":"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 eight classes denoting the gaze direction of a driver's eyes (TopLeft, TopRight, TopCenter, MiddleLeft, MiddleRight, BottomLeft, BottomRight, BottomCenter). This dataset was used to train a DNN model for estimating the gaze direction. The dataset contains 61,063 training images, 132,630 testing images and additional 72,000 images for improvement.","description_withheld":null,"homepage":"https://zenodo.org/record/5725116#.Y0_Mf1JBxs8","introduced_date":"2020-02-03","introduced_date_note":null,"introduced_by":{"paper":"/paper/supporting-dnn-safety-analysis-and-retraining","title":"Supporting DNN Safety Analysis and Retraining through Heatmap-based Unsupervised Learning","first_author":"Hazem Fahmy","url":null},"license":null,"modalities":[],"tasks":[{"name":"Gaze Estimation","url":"/task/gaze-estimation","datasets_with_task":"/datasets/task/gaze-estimation"},{"name":"Self-Driving Cars","url":"/task/self-driving-cars","datasets_with_task":"/datasets/task/self-driving-cars"},{"name":"Driver Attention Monitoring","url":"/task/driver-attention-monitoring","datasets_with_task":"/datasets/task/driver-attention-monitoring"}],"languages":[],"variants":["GD"],"data_loaders":[{"repo":"https://github.com/SNTSVV/HUDD-Toolset","url":"https://github.com/SNTSVV/HUDD-Toolset","frameworks":["tf","pytorch"]}],"num_papers_in_archive":3,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[],"papers_with_a_benchmark_row":[],"syntology_totals":{"read_at":"2026-09-24T18:15:14+00:00","papers_with_samples":0,"samples_harvested":0,"samples_ran":0,"samples_unverified":0,"pointer_only_for_licence":0,"papers_with_no_sample_that_ran":0,"note":"the per-paper counts above, summed; not a rate"},"papers_note":"The archive never published its papers-using-dataset list; these are papers with a leaderboard row on this dataset's benchmarks."}