Examinando por Autor "Cifuentes Molina, Claudia Mayerli"
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- ÍtemSistema de inspección automatizado supervisado en boca de envase Pead(Fundación Universitaria Los Libertadores. Sede Bogotá., ) Cifuentes Molina, Claudia Mayerli; González Veloza, José John FredyThe consumption of a wide variety of products offered by the market at the national level has in common the quality controls that are carried out prior to and during their manufacturing processes to be subsequently marketed; These controls have evolved over time in accordance with the requirements created by regulatory entities to improve the quality of the final product. For this reason, with the development of this project, it is sought that with the help of a submodel of supervised learning of Machine Learning with images, the defects that the containers present are reduced, specifically in the hermeticity test that can fail up to 50% depending the instability of the process. From the automatic systems (machine learning) implemented in different industries such as pharmaceuticals and food, a Deep learning model is tested to identify the ovality of the mouth of a container made of HDPE (high density polyethylene), through from 1512 images taken with a 48 MP cell phone camera and controlled variables during the process.