Peixoto, Helton MaiaMenezes, Richardson Santiago Teles de2022-08-232022-08-232022-07-22MENEZES, Richardson Santiago Teles de. ChessPy: ferramenta para detecção inteligente de peças de xadrez. 2009. 54f. Trabalho de Conclusão de Curso (Graduação em Engenharia de Computação), Departamento de Engenharia de Computação e Automação, Centro de Tecnologia, Universidade Federal do Rio Grande do Norte, Natal, 2022.https://repositorio.ufrn.br/handle/123456789/49204Chess is one of the most researched domains in artificial intelligence history. The most powerful programs are based on sophisticated research techniques, domain-specific adaptations, and handcrafted assessment functions refined over decades by human experts. The main goal of this work is to create a robust platform for position detection during chess games by combining traditional digital image processing techniques with cutting-edge object detection algorithms. The images captured during a chess game are analyzed to determine the location of each square on the board as well as the location of each piece in play; this is then repeated for each turn so that the system can follow the game in its entirety.Attribution 3.0 Brazilhttp://creativecommons.org/licenses/by/3.0/br/XadrezAprendizado de máquinaRedes neurais convolucionaisDetecção de objetosbachelorThesis