Abstract
This scientific initiation project investigates the use of computer vision and artificial intelligence to analyze urban scenarios, focusing on the detection and description of entities in complex environments. The objective is to evaluate how different models represent the semantics of images and, also, to identify the information loss during the encoding process into embedding vectors an…