Solved by Nikronic in post #4 
              
              
                The problem solved using feeding same seed value before applying each Compose of transforms. 


def __getitem__(self,index):      
        img = Image.open(self.data[index]).convert('RGB')
        target = Image.open(self.data_labels[index])
        
        seed = np.random.randint(2147483647) # ma…