Enhancing Object Detection Accuracy with Variational Autoencoders as a Filter in YOLO Topics: Deep Learning for Visual Understanding ; Features Extraction; Machine Learning Technologies for Vision; Object Detection and Localization; Vision for Robotics In Proceedings of the 19th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - Volume 4 VISAPP: VISAPP, 270-277, 2024 , Rome, Italy