example.yml

BASE_DIR: <change_me>

DATA_DIR: datasets
MODEL_DIR: models

MODELS:
  cvmodelz.InceptionV3:
    folder: inception
    weights:
      inat: model.inat.ckpt.npz
      imagenet: model.imagenet.ckpt.npz

DATASETS:

  CUB200:       &cub200
    folder: birds/cub200
    annotations: "ORIGINAL"
    annotation_type: FILE_LIST
    n_classes: 200

  NAB:
    folder: birds/nabirds
    annotations: "ORIGINAL"
    annotation_type: FILE_LIST
    n_classes: 555

  BIRDSNAP:
    folder: birds/birdsnap
    annotations: "RESIZED"
    annotation_type: FILE_LIST
    n_classes: 500

  DOGS:
    folder: dogs
    annotations: "ORIGINAL"
    annotation_type: FILE_LIST
    n_classes: 120

  EU_MOTHS:
    folder: moths
  	annotation_type: FILE_LIST
    annotations: "ORIGINAL"

############ Existing Part Annotations and Part Features
### final dataset composition:
# ${BASE_DIR}/${DATA_DIR}/${DATASETS->folder}/${DATASETS->annotations}
### or if a part type overrides 'annotations'
# ${BASE_DIR}/${DATA_DIR}/${DATASETS->folder}/${PART_TYPES->annotations}

PART_TYPES:
  GLOBAL:
    feature_suffix: ""

  GT:
    feature_suffix: _16parts_gt
    rescale_size: !!int -1
    scales: [0.31]

  GT2:
    annotations: GT_regrouped
    feature_suffix: _5parts_gt
    rescale_size: !!int -1
    scales: [0.31]

  CS_PARTS:
    annotations: CS_parts
    feature_suffix: _5parts_CS_parts
    rescale_size: !!int 427
    scales: [-1]

PARTS:
  # all <DATASET>_<PART_TYPES> combinations are created implicitely.
  # if you want some changes in the configs, then crete here an entry
  # and update the config values
  {}