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dvc.yaml
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dvc.yaml
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stages:
data_load:
cmd: python src/stages/data_load.py --config=params.yaml
deps:
- src/stages/data_load.py
- src/utils/data_utils.py
params:
- base
- data_load
outs:
- data/MAGNETIC_TILE_SURFACE_DEFECTS/images
- data/MAGNETIC_TILE_SURFACE_DEFECTS/masks
data_split:
cmd: python src/stages/data_split.py --config=params.yaml
deps:
- src/stages/data_split.py
- src/utils/data_utils.py
- data/MAGNETIC_TILE_SURFACE_DEFECTS/images
- data/MAGNETIC_TILE_SURFACE_DEFECTS/masks
params:
- base
- data_load
- data_split
outs:
- data/MAGNETIC_TILE_SURFACE_DEFECTS/train_images
- data/MAGNETIC_TILE_SURFACE_DEFECTS/train_masks
- data/MAGNETIC_TILE_SURFACE_DEFECTS/test_images
- data/MAGNETIC_TILE_SURFACE_DEFECTS/test_masks
train:
cmd: python src/stages/train.py --config=params.yaml
deps:
- data/MAGNETIC_TILE_SURFACE_DEFECTS/train_images
- data/MAGNETIC_TILE_SURFACE_DEFECTS/train_masks
- src/stages/train.py
- src/utils/train_utils.py
params:
- base
- data_split
- train
outs:
- models/model_pickle_fastai.pkl
metrics:
- training/metrics.json:
cache: false
plots:
- training/plots:
cache: false
evaluate:
cmd: python src/stages/eval.py --config=params.yaml
deps:
- models/model_pickle_fastai.pkl
- data/MAGNETIC_TILE_SURFACE_DEFECTS/test_images
- data/MAGNETIC_TILE_SURFACE_DEFECTS/test_masks
- src/stages/eval.py
- src/utils/eval_utils.py
params:
- base
- train
- data_split
- evaluate
metrics:
- evaluation/metrics.json:
cache: false