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Pneumonia-Detection-AI
File size: 3,236 Bytes 
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schema: '2.0'
stages:
  data_ingestion:
    cmd: python src/vitClassifier/pipeline/stage_01_data_ingestion.py
    deps:
    - path: config/config.yaml
      hash: md5
      md5: 9a45c00c11b9a8a0b4e396952a6b19a8
      size: 1591
    - path: src/vitClassifier/pipeline/stage_01_data_ingestion.py
      hash: md5
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      size: 968
    outs:
    - path: artifacts/data_ingestion
      hash: md5
      md5: 9921508de1b9f2e8a5a4150d063e178d.dir
      size: 2484429974
      nfiles: 17594
  data_transformation:
    cmd: python src/vitClassifier/pipeline/stage_02_data_transformation.py
    deps:
    - path: artifacts/data_ingestion/test_df.csv
      hash: md5
      md5: 95cbf91a4d0719e528c74879d6da0e34
      size: 53272
    - path: artifacts/data_ingestion/train_df.csv
      hash: md5
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      size: 460017
    - path: artifacts/data_ingestion/val_df.csv
      hash: md5
      md5: 575134cde7f8113c2a51dd4fac3e4c5e
      size: 1389
    - path: config/config.yaml
      hash: md5
      md5: 9a45c00c11b9a8a0b4e396952a6b19a8
      size: 1591
    - path: params.yaml
      hash: md5
      md5: cc525f2481819601bb93ec5d7f008dda
      size: 127
    - path: src/vitClassifier/pipeline/stage_02_data_transformation.py
      hash: md5
      md5: 095fcfa8843d6b94a05d9f2172522b32
      size: 1237
    outs:
    - path: artifacts/data_transformation
      hash: md5
      md5: b91edf7d0a4b4b0022f2d33d3f2176fa.dir
      size: 5074488112
      nfiles: 18
  model_training:
    cmd: python src/vitClassifier/pipeline/stage_03_model_training.py
    deps:
    - path: artifacts/data_transformation/train_dataset
      hash: md5
      md5: 64425f8e57c16ac250c2ea73b78b7aa2.dir
      size: 4687397188
      nfiles: 12
    - path: artifacts/data_transformation/val_dataset
      hash: md5
      md5: e19e673f104f2efec21df351b3d4869c.dir
      size: 9678966
      nfiles: 3
    - path: config/config.yaml
      hash: md5
      md5: 9a45c00c11b9a8a0b4e396952a6b19a8
      size: 1591
    - path: params.yaml
      hash: md5
      md5: cc525f2481819601bb93ec5d7f008dda
      size: 127
    - path: src/vitClassifier/pipeline/stage_03_model_training.py
      hash: md5
      md5: 5e9cde1828fc4b2608e9f4e92b134a07
      size: 815
    outs:
    - path: artifacts/model_training/model
      hash: md5
      md5: 9f0765ff59616eddac47fcaf7a5e7387.dir
      size: 343230531
      nfiles: 4
  model_evaluation:
    cmd: python src/vitClassifier/pipeline/stage_04_model_evaluation.py
    deps:
    - path: artifacts/data_transformation/test_dataset
      hash: md5
      md5: 41a8f95d5075f06bef31fbf55d838cca.dir
      size: 377411958
      nfiles: 3
    - path: artifacts/model_training/model
      hash: md5
      md5: 9f0765ff59616eddac47fcaf7a5e7387.dir
      size: 343230531
      nfiles: 4
    - path: config/config.yaml
      hash: md5
      md5: 9224d2383ec670f1738b47139f250ad4
      size: 1659
    - path: src/vitClassifier/pipeline/stage_04_model_evaluation.py
      hash: md5
      md5: e31c602e23dbfa62f6453ca44b621d0a
      size: 863
    outs:
    - path: artifacts/model_evaluation/metrics.json
      hash: md5
      md5: 26b4e3326f589929e4a6e34833cc187f
      size: 150