[Retracted] Enhanced Watershed Segmentation Algorithm-Based Modified ResNet50 Model for Brain Tumor Detection

Table 2

Modified model architecture.

Layer (type)	Output shape	Parameter #
ResNet50 (model)	(None, 7, 7, 2048)	23,587,712
Dropout_3 (dropout)	(None, 7, 7, 2048)	0
Flatten_2 (flatten)	(None, 100,352)	0
Dropout_4 (dropout)	(None, 100,352)	0
Dense_2 (dense)	(None, 1)	100,353
Total parameters: 23,688,065
Trainable parameters: 100,353
Nontrainable parameters: 23,587,712