Table 2.

Details on training, validation, and test datasets used in this study.

Image dataset	# of images	# of annotations	Annotation composition
Real_training_image_dataset	460	9115	Cotton: 7.65% MG: 17.8% Grass: 75.01%
Synthetic_training_image_dataset	770	9237	Cotton: 33.34% MG: 33.32% Grass: 33.34%
Real_validation_image dataset	100	995	Cotton: 7.65% MG: 17.8% Grass: 75.01%
Real_test_image_dataset (Cotton1)	100	848	Cotton: 12.66% MG: 45.31% Grass: 42.01%
Real_test_image_dataset (Cotton2)	50	976	Cotton: 10.04% MG: 7.4% Grass: 82.01%