Importance of realism in procedurally-generated synthetic images for deep learning: case studies in maize and canola

Nazifa Azam Khan, Mikolaj Cieslak, Ian McQuillan

Artificial neural networks are often used to identify features of crop plants. However, training their models requires many annotated images, which can be expensive and time-consum…