config_density_maps.yaml

defaults:
  - dataset: ShanghaiTech_part_B
  - hydra/job_logging: disabled

hydra:
  run:
    dir: './'

dataset:
  dataset_rootdir: './ShanghaiTech'

one_headpoint_dmap:
  knn: 3
  # ^ number of nearest neigbors to calculate distance to
  max_knn_avg_dist: 50.0
  # ^ average knn distance is set to this value if exceeds this value
  sigma_coef: 0.3
  # ^ Gaussian's sigma = sigma_coef * knn_avg_dist
  sqr_side: 40
  # ^ Gaussian values are set to 0.0 outside of [-sqr_side/2, +sqr_side/2]

resources:
  num_proc: 8