AI Method and System for Artificial Intelligence based Quality Inspection in Manufacturing Process using Machine Vision Deep Learning

摘要

A method and system for automatic defect detection in the AI-based cosmetic container printing manufacturing process using image deep learning are provided. The automatic defect detection method in the AI-based cosmetic container printing manufacturing process using image deep learning according to an embodiment of the present invention generates a cosmetic container image, and learns a classifier for classifying good and defective products with the generated cosmetic container image Then, using the learned classifier, the cosmetic container is judged as good or defective. Thereby, it is possible to find the characteristic value of the data to be discriminated by itself by learning, and it becomes possible to automatically detect defects in cosmetic containers based on AI even in inspection areas that are difficult to formulate defects and rely on manual inspection.