Figure 1
From: Self-normalized density map (SNDM) for counting microbiological objects

SNDM network: U\(^2\)-Net extended by the normalization bypass-layers (blue) that output \(\beta\) normalization parameter. Note that \(\beta\) parameter multiplies last layers of the U\(^2\)-Net that creates the output density map.