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

Algorithm 1

Algorithm for image augmentation.

1 Ld () # load dataset

2 Split dataset () into three parts (test (), training () and validation ()),   (, , )

3 Get original image () and into threshold value(), find biggest contour (S_p[]), extreme point () and crop the image ()

   = = > threshold

  then

   = = > biggest contour;

  then

   = = > extreme point;

  then

   = = > 

4 Apply step (iii) for all images.

  ; #loop for all

5  #resize the all images

6  #apply augmentation for all images