title: Using SMOTE and ADASYN to balance image dataset
body: <p>I have a highly imbalanced image dataset which I am using for a classification problem.</p>
  
  <p>I am looking for a technique to solve this imbalance. I have tried under sampling and oversampling but got no good results.
  Is it possible to use SMOTE and ADASYN to balance the classes given that this is multi class problem and not binary.</p>