开发一个基于移动的智能模块,用于识别和跟踪家用电器
Dmitrii Kaplun1,2, Irina Shpakovskaya2, Aleksandr Sinitca3
1Artificial Intelligence Research Institute, China University of Mining and Technology, 221116, Xuzhou, China.
Scientific reports
|October 5, 2023
概括
增强现实 (AR) 为复杂的家用电器提供直观的实时视觉指令. 这个由人工智能驱动的系统通过简化设备操作和故障排除来增强用户体验.
科学领域:
- 人与计算机的交互
- 计算机视觉 计算机视觉
- 人工智能的人工智能
背景情况:
- 现代家电的功能越来越复杂,挑战用户的理解.
- 传统的用户手册往往无法提供有效的实时操作指导.
- 增强现实 (AR) 为直观,交互式的用户支持提供了一个潜在的解决方案.
研究的目的:
- 开发基于人工智能的模块,为家用电器提供实时,视觉指令.
- 通过AR技术增强用户体验和设备可用性.
主要方法:
- 开发一个具有分类,匹配和跟踪子模块的AI模块.
- 使用移动设备摄像头进行实时设备识别和跟踪.
- 创建了集成AI模块的Android和iOS移动应用程序.
主要成果:
- 在家用电器识别中实现了超过0.9的准确性.
- 摄像头视图中的实时对象跟踪显示了大约0.68.8的成功得分.
- 处理速度达到了大约每秒7 (FPS).
结论:
- 由人工智能驱动的AR系统有效地为家用电器提供简单快速的视觉指令.
- 开发的移动应用程序为改善用户与复杂设备的交互提供了实用解决方案.
- 与人工智能集成的AR技术显著提高了现代家电的可用性.
更多相关视频
11:53The Modular Design and Production of an Intelligent Robot Based on a Closed-Loop Control Strategy
Published on: October 14, 2017
11.7K
08:42Assessment of Social Cognition in Non-human Primates Using a Network of Computerized Automated Learning Device ALDM Test Systems
Published on: May 5, 2015
12.1K
相关概念视频
01:30Design Example: Identifying the Locations of Monuments in the Field Using Global Positioning System Device
57
Surveyors use Global Positioning System (GPS) technology to measure the precise location and elevation of points on Earth. In a recent survey, GPS receivers were used to determine the coordinates and elevations of two park monuments. The process involved careful mission planning, data collection, and correction to ensure accuracy. The survey began with mission planning to identify optimal satellite visibility and minimize Position Dilution of Precision (PDOP). A geodetic control point...
57
01:30Electronic Distance Measuring Instruments
39
Electronic Distance Measuring Instruments (EDMs) are essential tools in modern surveying, offering precise distance measurements by emitting electromagnetic signals and calculating the time required for these signals to travel to a target and return. Two primary types of signals are used in EDMs — light waves and microwaves — each suited to specific environmental and distance requirements. Light-wave-based EDMs utilize either infrared or laser light, providing high accuracy over short...
39