Deep learning has transformed agricultural object detection by enabling automated, high-throughput analysis of imagery from drones, tractors and fixed cameras. Convolutional neural networks (CNNs) ...

A comparison of the number of research papers in two types of COD, traditional and deep learning, within Image-level and Video-level applications. The bar chart shows the increase in overall research ...

However, not all innovations are equal and nor do they follow a constant upward trend. Instead, their evolution takes the form of an S-shaped curve that reflects their typical lifecycle from early ...