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SORTING DEVICE, SORTING METHOD AND SORTING PROGRAM, AND COMPUTER-READABLE RECORDING MEDIUM OR STORAGE APPARATUS

机译:排序装置,排序方法和排序程序,以及计算机可读记录介质或存储设备

摘要

The present invention enables a user to be able to simply set/change sorting accuracy. [Solution] The present invention is provided with: a line sensor camera 11; a learning data creation unit 122 which creates learning data LD from data for an object for each type, which is acquired from the line sensor camera 11; a learning unit 123 which learns a method for classifying a mixture MO for each type by using the learning data LD and for taking the classified mixture MO as the objects for respective types, and creates a learning model GM in which knowledge and experience obtained by the learning are made into data; an object to be sorted selection unit 124 which select a type of an object to be sorted SO; a determination unit 125 which calculates a recognition ratio RR from the data of the mixture MO, which is acquired from the line sensor camera 11, and determines presence or absence and a position of the object to be sorted SO on the basis of the recognition ratio RR; and an air jetting nozzle 14 which sorts the object to be sorted SO from among the mixture MO on the basis of a threshold provided with respect to the determination result from the determination unit 125 and the recognition ratio RR.
机译:本发明使用户能够简单地设置/改变分类精度。 [解决方案]本发明具备:线传感器照相机11;和传感器。学习数据创建单元122,其根据从线传感器照相机11获取的每种类型的对象的数据来创建学习数据LD;学习单元123学习通过使用学习数据LD对每种类型的混合物MO进行分类并且将分类的混合物MO作为各个类型的对象的方法,并且创建学习模型GM,在该模型中,学习者获得的知识和经验学习成为数据;对象分类对象选择单元124,选择对象分类对象的类型。确定单元125,其根据从线传感器照相机11获取的混合物MO的数据来计算识别率RR,并基于该识别率来确定要分类的对象SO的有无和位置。 RR;空气喷嘴14,其基于根据来自确定单元125的确定结果而设置的阈值和识别率RR,从混合物MO中对待分类的物体SO进行分类。

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