Solved by anujd9 in post #2 
              
              
                Hi. There are a couple of things you can use here: 


If you want to use this model, you can try out. using data augmentation using transforms for training you model on more images and its variations. Additionally, you should increase the number of filters for your Conv2d layers that should help the…