首页|"Training Method And Training Device" in Patent Application Approval Process (US PTO 20240087098)
"Training Method And Training Device" in Patent Application Approval Process (US PTO 20240087098)
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By a News Reporter-Staff News Editor at Robotics & Machine Learning Daily News Daily News-A patent application by the inventors FUJIYOSHI,Hironobu (Aichi,JP); HIRAKAWA,Tsubasa (Aichi,JP); KOZUKA,Kazuki ( Osaka,JP); YAMASHITA,Takayoshi (Aichi,JP),filed on November 17,2023,was ma de available online on March 14,2024,according to news reporting originating f rom Washington,D.C.,by NewsRx correspondents. This patent application has not been assigned to a company or institution. The following quote was obtained by the news editors from the background informa tion supplied by the inventors: "PTL 1 discloses adding arbitrary noise to an im age to enable generating a more general and robust classifier." In addition to the background information obtained for this patent application,NewsRx journalists also obtained the inventors' summary information for this pat ent application: "SUMMARY: "Technical Problem "Adding noise to an original image may,however,result in an image completely d ifferent from the original image. By machine learning the image completely diffe rent from the original image using the training label of the original image,ima ge recognition accuracy may be degraded. Thus,performing image recognition that is robust against noise is not necessarily easy. "In view of this,the present disclosure provides,for instance,a training meth od that enables generating a learning model that is robust against noise.
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