Figure 7
From: Self-normalized density map (SNDM) for counting microbiological objects
Examples of density maps for two exemplary input images from the test subset (with 16 and 72 labelled colonies), together with their uncertainties per pixel: the DM model (rows 1st and 3rd), and the SNDM model (rows 2nd and 4th). In the first case DM model predicts \(17\pm 0.99\), while SNDM predicts \(16\pm 0.44\) colonies. In the second case DM predicts \(63\pm 3.32\), and the SNDM predicts \(71\pm 1.57\) colonies. Uncertainty maps calculated using MC dropout method.
