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Shubhamlad1
/
Deep_CNN_Classifier
connected to https://github.com/Shubhamlad1/Deep_CNN_Classifier.git

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config.yaml 1.0 KB
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  1. artifacts_roots: artifact
    2. 

  2. 

  3. data_ingestion:
    4. 

  4.   root_dir: artifact/data_ingestion
    5. 

  5.   source_URL: https://download.microsoft.com/download/3/E/1/3E1C3F21-ECDB-4869-8368-6DEBA77B919F/kagglecatsanddogs_5340.zip
    6. 

  6.   local_data_file: artifact/data_ingestion/data.zip
    7. 

  7.   unzip_dir: artifact/data_ingestion
    8. 

  8. 

  9. prepare_base_model:
    10. 

  10.   root_dir: artifact/prepare_base_model
    11. 

  11.   base_model_path: artifact/prepare_base_model/base_model.h5
    12. 

  12.   updated_base_model_path: artifact/prepare_base_model/base_model_updated.h5
    13. 

  13. 

  14. 

  15. prepare_callbacks:
    16. 

  16.   root_dir: artifact/prepare_callbacks
    17. 

  17.   tensorboard_root_log_dir: artifact/prepare_callbacks/tensorboard_log_dir
    18. 

  18.   checkpoint_model_filepath: artifact/prepare_callbacks/checkpoint_dir/model.h5
    19. 

  19. 

  20. training:
    21. 

  21.   root_dir: artifact/training
    22. 

  22.   trained_model_path: artifact/training/model.h5
    23. 

  23. 

  24. evaluation:
    25. 

  25.   root_dir: artifact/evaluation
    26. 

  26.   score_file_path: artifact/evaluation/scores.json
    27. 

  27. 

  28. params:
    29. 

  29.   AUGMENTATION: True
    30. 

  30.   IMAGE_SIZE: [224, 224, 3]
    31. 

  31.   BATCH_SIZE: 16
    32. 

  32.   INCLUDE_TOP: False
    33. 

  33.   EPOCHS: 1
    34. 

  34.   CLASSES: 2
    35. 

  35.   WEIGHTS: imagenet
    36. 

  36.   LEARNING_RATE: 0.01
    37. 

  37.   
    38.
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