WiMi Hologram Cloud is Developing A Digital Human Multi-channel Data Management System
The system mainly includes the following parts:
1. Multi-channel data collection: The module uses a variety of perceptual devices, such as voice recognizers, motion capture devices, etc., and integrates various data sources to achieve multi-channel data acquisition of voice, image, pose, and motion of the digital human.
2. Data pre-processing and feature extraction: Machine learning and pattern recognition technology are adopted to pre-process, feature extraction, data mining, and data dimension reduction of the collected multi-channel data to extract valuable information and features.
3. Data fusion and modeling: The module fuses information from multiple data channels and uses a deep neural network modeling approach to model and predict various data from digital humans.
4. Data storage and management module: the pre-processed and modeled data is stored in the database, and the data structure and algorithm are used to achieve data storage and management.
5. Data retrieval and query module: The module retrieves and queries data in the database with the query language and search algorithm.
6. Data analysis and mining module: This module uses data mining and data analysis techniques to analyze and mine the stored multi-channel data of digital people to extract valuable information.
The system has the characteristics of real-time, high security, and strong adaptability. It can perform data processing and analysis promptly after data collection to provide users with immediate feedback. The system makes strict protection for the security of user data to ensure that user data will not be leaked or misused. The system can also be customized to meet the needs of different industry sectors, with good flexibility and adaptability.
The system can be applied to a variety of scenarios, including speech recognition, action recognition, emotion recognition, and human-computer interaction. For example, the system can realize the voice interaction of the digital human by collecting the voice data and applying it with voice recognition technology. The system applies pose and motion capture equipment to manage the motion data of digital humans. Combined with motion recognition technology, it can realize the interaction and motion control of the digital human in scenes such as entertainment and games. By collecting data such as digital human voice, video, and physiological signals, the system, combined with emotion recognition technology, can realize the emotional communication of digital humans. The interaction between the digital human and the user is realized through the multi-channel data management system. In these scenarios, the system provides comprehensive data management and data analysis support for digital human technology, which improves the realism and interaction effect and enhances the application value of digital humanities in digital entertainment, online education, human-computer interaction, medical health, and other fields.
About WIMI Hologram Cloud
WIMI Hologram Cloud, Inc. (NASDAQ:WIMI) is a holographic cloud comprehensive technical solution provider that focuses on professional areas including holographic AR automotive HUD software, 3D holographic pulse LiDAR, head-mounted light field holographic equipment, holographic semiconductor, holographic cloud software, holographic car navigation and others. Its services and holographic AR technologies include holographic AR automotive application, 3D holographic pulse LiDAR technology, holographic vision semiconductor technology, holographic software development, holographic AR advertising technology, holographic AR entertainment technology, holographic ARSDK payment, interactive holographic communication and other holographic AR technologies.
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SOURCE WiMi Hologram Cloud Inc.
