Solved by KFrank in post #2 
              
              
                Hi Azeai! 

There are a number of possible reasons for this: 
(First, a quick note:  One would normally expect your model to perform 
at least a little better on the training data.) 
The character of your training and validation datasets could be 
different.  For example, maybe your validation image…