The content under this category explores various applications and advancements in convolutional neural networks (CNNs) across multiple fields including computer vision, healthcare, and waste management. It covers studies on image classification, medical diagnostics, automated detection systems, and the evolution of AI technologies. Topics include performance evaluation of different CNN architectures, the integration of AI in health-related applications, and innovations that address real-world challenges such as environmental issues and disease identification.