Preparing data for machine learning object and key points recognition

Scientific adviser:
Aleksey G. Marakhtanov

Paper submitted on: 04/01/2023;
Accepted on: 04/02/2023;
Published online on: 04/15/2023.

Abstract. Modern methods of artificial intelligence require careful selection of information to obtain the best accuracy. The article considers approaches to improve the data set of machine learning objects and key points recognition. The author forms a methodic of preparing and working with these.
Keywords: data preparation, object recognition, dataset approbation, data quality control, data annotation and labeling

For citation: Pavlov, M. P. Preparing data for machine learning object and key points recognition. StudArctic forum. 2023, 8 (1): 9–14.

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Preparing data for machine learning object and key points recognition