An Efficient Deep Learning Mechanism for the Recognition of Olive Trees in Jouf Region

Table 3

Mask regional-CNN segmentation effectiveness model for olive tree crown.

Testing subgroups				Accuracy	measure	Recall
(a) Models were trained on every subgroup without the use of additional data
Red green blue
Red green blue
Normalization differential vegetative indices
Greenish normalization differential vegetative indices
(b) Models were trained on every subgroup with the use of additional data
Red green blue
Red green blue
Normalization differential vegetative indices
Greenish normalization differential vegetative indices
(c) Models were trained upon that merging of all 13 cm/pixel picture subgroups and with training data
Red green blue
Normalization differential vegetative indices
Greenish normalization differential vegetative indices