[SAMPLE] Nexdata | Driver & Passenger Behavior Data | 100,000 ID | DMS & OMS Data| Image AI & ML ...

1. Specifications
Data size : 100,000 id

Population distribution : gender distribution: balance gender; race distribution: Caucasians,blacks,Indians,Asians; age distribution: aged from 18 to 60

Collection environment : In-car Cameras

Collection diversity : multiple races, multiple age periods, multiple time periods and behaviors (Dangerous behavior, Fatigue behavior, Visual movement behavior)

Device : binocular camera of RGB and infrared channels, the resolutions are 640x480

Collection time : day, evening and night

Image parameter : the video format is .avi

Accuracy : according to the accuracy of each person's action, the accuracy is greater than 95%; the accuracy of label annotation is not less than 95%

2. About Nexdata
Nexdata owns off-the-shelf 200,000 hours of speech recognition data, 800TB of Annotated Imagery Data, about 2 billion pieces of Natural Language Processing (NLP) Data. These ready-to-go Annotated Imagery Data supports instant delivery, quickly improve the accuracy of AI models. For more details, please visit us at https://www.nexdata.ai/computerVisionTraining?source=Datarade

搜集汇总

背景与挑战

背景概述

该数据集包含10万ID的驾驶员和乘客行为数据，涵盖多种族、多年龄段及危险/疲劳/视觉移动等行为类型，通过RGB和红外双目光学摄像头采集，标注准确率超过95%。数据集由Nexdata提供，支持AI模型快速训练。