text: import Augmentor
  
  p = Augmentor.Pipeline("/home/anirudha/Projects/Agribot/Datasets/downloads/Alluvial_soil")
  
  p.rotate90(probability=0.5)
  p.rotate270(probability=0.5)
  p.flip_left_right(probability=0.8)
  p.flip_top_bottom(probability=0.3)
  p.crop_random(probability=1, percentage_area=0.5)
  p.resize(probability=1.0, width=128, height=128)
  
  p.sample(2000)
  