Classify images when in same in class their is lot of different kind of images

classify images when in same in class their is lot of different kind of images in hackerearth gala event image classification challange link:

i found such dataset i almost try every thing from cyclic lr and data augmentation ,progressive resizing etc but did’t improve my acc more then 84 %