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AR-ASSISTED SYNTHETIC DATA GENERATION FOR TRAINING MACHINE LEARNING MODELS
AR-ASSISTED SYNTHETIC DATA GENERATION FOR TRAINING MACHINE LEARNING MODELS
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机译:AR辅助合成数据生成训练机学习模型
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摘要
The present disclosure is directed to systems and methods for generating synthetic training data using augmented reality (AR) techniques. For example, images of a scene can be used to generate a three-dimensional mapping of the scene. The three-dimensional mapping may be associated with the images to indicate locations for positioning a virtual object. Using an AR rendering engine, implementations can generate an augmented image depicting the virtual object within the scene at a position and orientation. The augmented image can then be stored in a machine learning dataset and associated with a label based on aspects of the virtual object.
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