首页|'Image Data Augmentation Device And Method' in Patent Application Approval Process (USPTO 20230401809)
'Image Data Augmentation Device And Method' in Patent Application Approval Process (USPTO 20230401809)
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This patent application has not been assigned to a company or institution.The following quote was obtained by the news editors from the background information supplied bythe inventors: ““Field of Disclosure“The present disclosure relates to a data augmentation technology, in particular, to an image dataaugmentation device and method.“Description of Related Art“In the prior art, when training a machine learning model, the most important thing is integrity oftraining data, in addition to the fact that the architecture of the trained model will affect the detectionand recognition ability. For the same model architecture, a training database which is more diverse andcomplete, the detection ability of the model (i.e., higher accuracy) is higher. However, in practice, it isoften impossible to collect a diverse and complete database due to limited manpower and data. Therefore,how to solve the problem of needing a lot of manpower to label images in the past is a problem that thoseskilled in the art are eager to solve.”
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