Thanks for reaching out Simon. Glad that you were able to find how to apply SMOTE for images. You can also take a look at this code implementation where I had applied SMOTE for Morphological Cell Images and the results were promising: https://github.com/adib0073/NUMODRIL/blob/main/NB_Numodril.ipynb