model/config.yaml

data:
  datasets:
  - name: labeled_folder
    root: scratch/model_data/artificial_snippets
  - name: labeled_folder
    root: scratch/model_data/lab_snippets/train
  - name: labeled_folder
    root: scratch/model_data/lab_snippets/test
  - csv_path: ${fbda.diversen}/Snipperherkenning/Data/snippets_wrappers_mapping.csv
    excel_settings: ${fbda.diversen}/Snipperherkenning/Data/snippets/HNT-ruimte F3.21/Uitleg
      foto code's.xlsx
    name: fireworks_mock_snippet
    root: scratch/model_data/mock_snippets/train
  - csv_path: ${fbda.diversen}/Snipperherkenning/Data/snippets_wrappers_mapping.csv
    excel_settings: ${fbda.diversen}/Snipperherkenning/Data/snippets/HNT-ruimte F3.21/Uitleg
      foto code's.xlsx
    name: fireworks_mock_snippet
    root: scratch/model_data/mock_snippets/test
  name: combined
  task: classification
model:
  backbone: vit_b32
  embedding_size: 512
  height: 640
  name: simple
  task: embedding
  width: 640
training:
  batch_size: 10
  num_anchors: 2
  num_epochs: 100
  num_positives: 2
  optimizer:
    learning_rate: 1.5e-05
    name: tf.Adam
    task: embedding
  save_best: true
  task: embedding