SUMMARY
The Gas Chromatography (GC) technique is widely used by the oil industry and can answer questions related to the origin of the oil and the physical-chemical conditions of production, refining, and storage. The emergence of artificial_intelligence (AI) techniques has opened up the data processing market, grouping, and classification of complex imaged data that could be used to classify chromatogram components. One of the main Deep Learning (DL) algorithms for image classification is the Convolutional Neural_Network (CNN), through which a mapping is made from images, finding recurring features and classifying them through neural_networks. The algorithms Naive Bayes . . .

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