MPIIGaze

We present the MPIIGaze dataset that contains 213,659 images we collected from 15 participants during natural everyday laptop use over more than three months. The number of images collected by each participant varied from 34,745 to 1,498. Our dataset is significantly more variable than existing ones with respect to appearance and illumination. The dataset contains three parts: “Data”, “Evaluation Subset” and “Annotation subset”. The “Data” includes “Original”, “Normalized” and “Calibration” for all the 15 participants. The “Evaluation Subset” contains the image list that indicates the selected samples for the evaluation subset in our paper. The “Annotation Subset” contains the image list that indicates 10,848 samples that we manually annotated, following the annotations with (x, y) position of 6 facial landmarks (four eye corners, two mouth corners) and (x,y) position of two pupil centers for each of above images. Youtube video More information, including FAQ本研究提出MPIIGaze数据集（MPIIGaze Dataset），该数据集共包含213,659张图像，采集自15名参与者在三个多月的日常笔记本电脑使用场景中。每位参与者采集的图像数量介于1,498至34,745之间。相较于现有公开数据集，本数据集在面部外观与光照条件上展现出更为显著的多样性。该数据集包含三个核心组成部分："Data（数据子集）"、"Evaluation Subset（评估子集）"与"Annotation Subset（标注子集）"。其中"Data（数据子集）"涵盖了15名参与者的"Original（原始图像）"、"Normalized（归一化图像）"与"Calibration（校准数据）"三类内容。"Evaluation Subset（评估子集）"收录了本研究论文中用于评估任务的选定样本图像列表。"Annotation Subset（标注子集）"收录了共计10,848张经人工标注的样本图像列表，每张图像均标注了6个面部关键点（双眼内、外眼角共4个，嘴角共2个）以及2个瞳孔中心的(x, y)坐标。更多相关信息包括YouTube视频及常见问题解答（FAQ）。