Dean
/
Asl-Alphabet-Translation


  
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            stages:
  prepare:
    cmd: python3 src/prepare.py
    deps:
    - data_first_draft
    - annotattions-first-train-draft
    - src/prepare.py
    - src/utils/cv_utils.py
    params:
    - prepare.seed
    - prepare.train_proportion
    - prepare.validation_proportion
    - prepare.test_proportion
    - prepare.gamma
    - prepare.adjust_images_brightness_strategy
    - prepare.percentile
    outs:
    - datasets
    - yolo-config.yaml

  training:
    cmd: python3 src/train.py
    deps:
    - datasets
    - yolo-config.yaml
    - src/train.py
    params:
    - train.image_size
    - train.epochs
    - train.batch_size
    - train.init_lr
    - train.patience
    - train.seed
    - train.optimizer
    - train.directory_output
    outs:
    - output/train

  testing:
    cmd: python3 src/test.py
    params:
    - test.directory_output
    deps:
    - output/train/weights
    - src/utils/plot_utils.py
    - src/test.py
    outs:
    - output/test