Supplementary material: Learning To Count Everything

Table 1: Evaluating the usefulness of the Test Time Adaptation on Validation set of FSC147. No Adaptation refers to the FamNet version trained on the training set without any test time adaptation. As expected, this results in the worst performance. Using either Min-Count or Perturbation loss for adaptation leads to better results than the No Adaptation case. Using both Perturbation and Min-Count losses leads to the best results.