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umaretiya
/
FSDS_NOV_deepCNNClassifier
connected to https://github.com/umaretiya/FSDS_NOV_deepCNNClassifier.git

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  1. schema: '2.0'
    2. 

  2. stages:
    3. 

  3.   data_ingestion:
    4. 

  4.     cmd: python src/deepClassifier/pipeline/stage_01_data_ingestion.py
    5. 

  5.     deps:
    6. 

  6.     - path: configs/config.yaml
    7. 

  7.       md5: 1b095b301a7374585a18b739ec385c66
    8. 

  8.       size: 829
    9. 

  9.     - path: src/deepClassifier/pipeline/stage_01_data_ingestion.py
    10. 

  10.       md5: cc62c8c5edfb0f56a5e9b13eb405e78d
    11. 

  11.       size: 723
    12. 

  12.     outs:
    13. 

  13.     - path: artifacts/data_ingestion/PetImages
    14. 

  14.       md5: 3a5cf86541f22c236620ce5b952ad684.dir
    15. 

  15.       size: 848866410
    16. 

  16.       nfiles: 24998
    17. 

  17.   prepare_base_model:
    18. 

  18.     cmd: python src/deepClassifier/pipeline/stage_02_prepare_base_model.py
    19. 

  19.     deps:
    20. 

  20.     - path: configs/config.yaml
    21. 

  21.       md5: 1b095b301a7374585a18b739ec385c66
    22. 

  22.       size: 829
    23. 

  23.     - path: src/deepClassifier/pipeline/stage_02_prepare_base_model.py
    24. 

  24.       md5: cb53ce6ba3b323fd50bc77d63f02fca9
    25. 

  25.       size: 796
    26. 

  26.     params:
    27. 

  27.       params.yaml:
    28. 

  28.         CLASSES: 2
    29. 

  29.         IMAGE_SIZE:
    30. 

  30.         - 224
    31. 

  31.         - 224
    32. 

  32.         - 3
    33. 

  33.         INCLUDE_TOP: false
    34. 

  34.         LEARNING_RATE: 0.01
    35. 

  35.         WEIGHTS: imagenet
    36. 

  36.     outs:
    37. 

  37.     - path: artifacts/prepare_base_model
    38. 

  38.       md5: e1d588f51dce3197d4e120c0aef3ed76.dir
    39. 

  39.       size: 118053368
    40. 

  40.       nfiles: 2
    41.
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