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RGB-D based Livestock Weight Inference AI System, and a Computer-readable storage medium

机译:基于RGB-D的牲畜权重推理AI系统,以及计算机可读存储介质

摘要

The present invention relates to an RGB-D-based livestock weight inference AI system and a computer-readable medium. According to the present invention, in the RGB-D-based livestock weight inference AI system, 2D images obtained by photographing one or more livestock and a data collection unit that collects 3D data as one data set, and collects one or more data sets; A weight inference unit that predicts the weight of a target livestock from the data set and suggests a similarity function value and a recommended weight value based on a knowledge database, and a weight prediction result value according to the data set predicted from the weight inference unit a weight comprehensive prediction model for deriving a weight prediction value, wherein the weight inference unit receives the data set, extracts a target livestock to be weighed, and generates a weight map; a target livestock 3D inference model; A spatial volume extraction model that divides the weight map into a plurality of patches, generates a plurality of spatial volume information according to the patch, and a weight for predicting weight from the plurality of spatial volume information to derive a weight prediction result A livestock weight inference AI system including an inference model may be provided.
机译:本发明涉及基于RGB-D的牲畜权重推理AI系统和计算机可读介质。根据本发明,在基于RGB-D的牲畜权重推理AI系统中,通过拍摄一个或多个牲畜和数据收集单元获得的2D图像,该数据收集单元收集3D数据作为一个数据集,并收集一个或多个数据集;一种权重推理单元,其预测来自数据集的目标牲畜的权重,并根据知识库,并根据从权重推理单元预测的数据集的重量预测结果值来提出相似性函数值和推荐权重值一种用于导出重量预测值的权重综合预测模型,其中重量推理单元接收数据集,提取要称量的目标牲畜,并产生重量映射;目标牲畜3D推理模型;将权重映射分成多个贴片的空间体积提取模型,根据贴片生成多个空间卷信息,并且重量从多个空间卷信息预测权重,以导出重量预测结果牲畜权重可以提供包括推理模型的推理AI系统。

著录项

  • 公开/公告号KR102340290B1

    专利类型

  • 公开/公告日2021-12-17

    原文格式PDF

  • 申请/专利权人

    申请/专利号KR1020210100865

  • 申请日2021-07-30

  • 分类号G01G17/08;G01G9;G06N3/08;G06T17;G06T7/50;

  • 国家 KR

  • 入库时间 2022-08-24 22:55:04

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