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3e93e14 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 | stages:
data_ingestion:
cmd: python src/cnnClassifier/pipeline/stage_01_data_ingestion.py
deps:
- src/cnnClassifier/pipeline/stage_01_data_ingestion.py
- src/cnnClassifier/components/data_ingestion.py
- src/cnnClassifier/config/configuration.py
- config/config.yaml
outs:
- artifacts/data_ingestion
prepare_base_model:
cmd: python src/cnnClassifier/pipeline/stage_02_prepare_base_model.py
deps:
- src/cnnClassifier/pipeline/stage_02_prepare_base_model.py
- src/cnnClassifier/components/prepare_base_model.py
- src/cnnClassifier/config/configuration.py
- config/config.yaml
- params.yaml
params:
- IMAGE_SIZE
- INCLUDE_TOP
- CLASSES
- WEIGHTS
- LEARNING_RATE
outs:
- artifacts/prepare_base_model
training:
cmd: python src/cnnClassifier/pipeline/stage_03_model_trainer.py
deps:
- src/cnnClassifier/pipeline/stage_03_model_trainer.py
- src/cnnClassifier/components/model_trainer.py
- src/cnnClassifier/config/configuration.py
- config/config.yaml
- params.yaml
- artifacts/data_ingestion/kidney-ct-scan-image
- artifacts/prepare_base_model/base_model_updated.h5
params:
- IMAGE_SIZE
- EPOCHS
- BATCH_SIZE
- AUGMENTATION
- LEARNING_RATE
outs:
- artifacts/training/model.h5
evaluation:
cmd: python src/cnnClassifier/pipeline/stage_04_model_evaluation.py
deps:
- src/cnnClassifier/pipeline/stage_04_model_evaluation.py
- src/cnnClassifier/components/model_evaluation_mlflow.py
- src/cnnClassifier/config/configuration.py
- config/config.yaml
- artifacts/training/model.h5
params:
- IMAGE_SIZE
- BATCH_SIZE
metrics:
- scores.json:
cache: false
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