Data set construction method and device based on 3D game, equipment and storage medium

A 3D game and game data technology, applied in the field of computer graphics, can solve the problems of difficulty in obtaining accurate depth data and high cost of collecting images, and achieve the effect of simplifying the process of data labeling and data collection

Pending Publication Date: 2022-03-01
BEIJING YINGPU TECH CO LTD
View PDF0 Cites 0 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] Based on this, the embodiment of the present application provides a 3D game-based data set construction method, device, electronic equipment, and storag

Method used

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
View more

Image

Smart Image Click on the blue labels to locate them in the text.
Viewing Examples
Smart Image
  • Data set construction method and device based on 3D game, equipment and storage medium
  • Data set construction method and device based on 3D game, equipment and storage medium
  • Data set construction method and device based on 3D game, equipment and storage medium

Examples

Experimental program
Comparison scheme
Effect test

Example Embodiment

[0040] The embodiments of the present invention are described below by specific specific embodiments. Those who are familiar with the technology can easily understand other advantages and effects of the present invention from the contents disclosed in this specification. Obviously, the described embodiments are part of the present invention. , not all examples. Based on the embodiments of the present invention, all other embodiments obtained by those of ordinary skill in the art without creative efforts shall fall within the protection scope of the present invention.

[0041] With the rapid development of the game industry, more and more scholars have turned their attention to games in recent years, trying to obtain data from games for model training. Acquiring data from games has two advantages compared to acquiring real data in the real world: 1. Acquiring data from games can often be automated, which greatly simplifies the data collection process; 2. Game data can often be ...

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to view more

PUM

No PUM Login to view more

Abstract

The invention discloses a data set construction method and device based on a 3D game, equipment and a storage medium. The method comprises the following steps: firstly, acquiring a compiled game data capture script of a target 3D game; the target 3D game is operated, game picture data are obtained according to the game data capture script, and the game picture data comprise image data and non-image data; performing data cleaning on the game picture data to obtain to-be-labeled sample data; and finally, constructing a data annotation system, and annotating the sample data through the data annotation system. It can be seen that the synthetic data is obtained from the 3D game, the efficiency is higher compared with the data collection efficiency in the real world, the game synthetic data can obtain corresponding semantic information from the game, the data labeling process can be greatly simplified, and the data obtained from the game can be used for model training.

Description

technical field [0001] The present invention relates to the field of computer graphics, in particular to a data set construction method, device, equipment and storage medium based on 3D games. Background technique [0002] With the continuous development of science and technology and the continuous improvement of people's needs, deep learning technology has become a hot focus in today's society. Deep learning technology is a new research direction in the field of machine learning. It learns the characteristics for downstream tasks by learning the internal laws and representation levels of sample data, so that the machine can perform some tasks like humans. Analysis and discrimination ability. With the rapid development of social platforms, people create massive amounts of data every day. These massive amounts of data also make the training of deep learning models more possible. At this stage, deep learning models are used in text classification, image classification, machin...

Claims

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to view more

Application Information

Patent Timeline
no application Login to view more
IPC IPC(8): A63F13/60G06F8/41G06V20/64G06V40/10G06V10/44G06V10/34G06V10/764G06K9/62G06N20/00
CPCA63F13/60G06F8/41G06N20/00A63F2300/6009G06F18/241
Inventor 杨铠成
Owner BEIJING YINGPU TECH CO LTD
Who we serve
  • R&D Engineer
  • R&D Manager
  • IP Professional
Why Eureka
  • Industry Leading Data Capabilities
  • Powerful AI technology
  • Patent DNA Extraction
Social media
Try Eureka
PatSnap group products

Browse by: Latest US Patents, China's latest patents, Technical Efficacy Thesaurus, Application Domain, Technology Topic.

© 2024 PatSnap. All rights reserved.Legal|Privacy policy|Modern Slavery Act Transparency Statement|Sitemap