Швай, НадіяАбашкін, Олександр2024-03-222024-03-222023https://ekmair.ukma.edu.ua/handle/123456789/28354The main goal of the research: To create an architecture that can surpass in quality and speed the solutions of that time such as the deformable part models (DPM) that were using the sliding window approach where the classifier is used for each evenly spaced location, and a the R-CNN that were using a network for generation potential bounding boxes and as a second stage applies a classifier on this regions.ukYOLO architectureBatch NormalizationHigh-Resolution ClassifierMobileNetV1магістерська роботаOther