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nesibegul
/
deppCNNClassifier
connected to https://github.com/nesibegul/deppCNNClassifier.git

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dvc.yaml 1.0 KB
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  1. stages:
    2. 

  2.   data_ingestion: 
    3. 

  3.     cmd: python src/deppClassifier/pipeline/stage_01_data_ingestion.py
    4. 

  4.     deps: 
    5. 

  5.       - src/deppClassifier/pipeline/stage_01_data_ingestion.py
    6. 

  6.       - configs/config.yaml
    7. 

  7.     outs: 
    8. 

  8.       - artifacts/data_ingestion/PetImages
    9. 

  9.   prepare_base_model:
    10. 

  10.     cmd: python src/deppClassifier/pipeline/stage_02_prepare_base_model.py
    11. 

  11.     deps:
    12. 

  12.       - src/deppClassifier/pipeline/stage_02_prepare_base_model.py
    13. 

  13.       - configs/config.yaml
    14. 

  14.     params:
    15. 

  15.       - IMAGE_SIZE
    16. 

  16.       - INCLUDE_TOP
    17. 

  17.       - CLASSES
    18. 

  18.       - WEIGHTS
    19. 

  19.       - LEARNING_RATE
    20. 

  20.     outs:
    21. 

  21.       - artifacts/prepare_base_model
    22. 

  22.   training:
    23. 

  23.     cmd: python src/deppClassifier/pipeline/stage_03_training.py
    24. 

  24.     deps:
    25. 

  25.       - src/deppClassifier/pipeline/stage_03_training.py
    26. 

  26.       - src/deppClassifier/components/prepare_callback.py
    27. 

  27.       - configs/config.yaml
    28. 

  28.       - artifacts/data_ingestion/PetImages
    29. 

  29.       - artifacts/prepare_base_model
    30. 

  30.     params:
    31. 

  31.       - IMAGE_SIZE
    32. 

  32.       - EPOCHS
    33. 

  33.       - BATCH_SIZE
    34. 

  34.       - AUGMENTATION
    35. 

  35.     outs:
    36. 

  36.       - artifacts/training/model.h5
    37. 

  37.       
    38.
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