Fokker-Planck LID (FLIPD)

Author

Hamidreza Kamkari

FLIPD unlocks the capability to estimate LID for ~1M dimensional images of LAION Aesthetics. This figure shows the 4 lowest and highest FLIPD estimates for the dataset, showing a clear seperation of images with respect to their semantic complexity.

1 Introduction

Check out our paper at arXiv for more details. The code will be available soon!