Machine-learning method on vectorized three-dimensional model and learning system thereof

Abstract

A machine learning method on vectorized three-dimensional models and a learning system thereof are provided. The learning system uses a computer system to perform the machine learning method using synthetic images rendered from vectorized three-dimensional models. In the method, the system acquires a computerized engineering design drawing or a stereoscopic scan file of a target object. The engineering design drawing or a stereoscopic scan file is then converted into a specific file that can be processed to render synthetic images by a rendering program. A great amount of diversified synthetic images forms a training and testing dataset for an ensemble of machine learning algorithms to train an artificial intelligence model and evaluate its accuracy.

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