Manufacturing Environment

Manufacturing environments are undergoing a significant transformation driven by the integration of advanced technologies, primarily aiming to increase efficiency, improve product quality, and enhance safety. Current research focuses heavily on applying machine learning, particularly deep learning models like convolutional neural networks (CNNs) and YOLO architectures, for tasks such as object detection, visual inspection, and human-robot collaboration. These advancements are improving predictive maintenance, optimizing production processes, and enabling more robust and adaptable manufacturing systems, with a growing emphasis on explainable AI to foster trust and human-machine teaming.