ChickenDiseaseClassifier/dvc.lock at main · CodingBlood/ChickenDiseaseClassifier · GitHub

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schema: '2.0'
stages:
  data_ingestion:
    cmd: python src/CNNClassifier/pipeline/stage01_dataIngetion.py
    deps:
    - path: config/config.yaml
      hash: md5
      md5: 9a1ad71c6c59b4208f1f50f34869d405
      size: 787
    - path: src/CNNClassifier/pipeline/stage01_dataIngetion.py
      hash: md5
      md5: 25939ff4d97b8869d02e2c05f14c5f21
      size: 880
    outs:
    - path: artifacts/data_ingestion/Chicken-fecal-images
      hash: md5
      md5: 9e1f8dd2eae3c29e9d635df89d438ae4.dir
      size: 12207807
      nfiles: 390
  prepare_base_model:
    cmd: python src/CNNClassifier/pipeline/stage02_prepare_base_model.py
    deps:
    - path: config/config.yaml
      hash: md5
      md5: 9a1ad71c6c59b4208f1f50f34869d405
      size: 787
    - path: src/CNNClassifier/pipeline/stage02_prepare_base_model.py
      hash: md5
      md5: b5c1b5f2c4059b53821e3b3f900e05c4
      size: 968
    params:
      params.yaml:
        CLASSES: 2
        IMAGE_SIZE:
        - 224
        - 224
        - 3
        INCLUDE_TOP: false
        LEARNING_RATE: 0.01
        WEIGHTS: imagenet
    outs:
    - path: artifacts/prepare_base_model
      hash: md5
      md5: d4fbca227430107a35ca0d2b1366af24.dir
      size: 118073624
      nfiles: 2
  training:
    cmd: python src/CNNClassifier/pipeline/stage03_training.py
    deps:
    - path: artifacts/data_ingestion/Chicken-fecal-images
      hash: md5
      md5: 9e1f8dd2eae3c29e9d635df89d438ae4.dir
      size: 12207807
      nfiles: 390
    - path: artifacts/prepare_base_model
      hash: md5
      md5: d4fbca227430107a35ca0d2b1366af24.dir
      size: 118073624
      nfiles: 2
    - path: config/config.yaml
      hash: md5
      md5: 9a1ad71c6c59b4208f1f50f34869d405
      size: 787
    - path: src/CNNClassifier/components/prepare_callbacks.py
      hash: md5
      md5: 6d0ad888c5a0062c936fdccfc0b20f70
      size: 1004
    - path: src/CNNClassifier/pipeline/stage03_training.py
      hash: md5
      md5: 5c2e3d1d1313aabf6f07c309abc38141
      size: 1211
    params:
      params.yaml:
        AUGMENTATION: true
        BATCH_SIZE: 16
        EPOCHS: 1
        IMAGE_SIZE:
        - 224
        - 224
        - 3
        LEARNING_RATE: 0.01
    outs:
    - path: artifacts/training/model.h5
      hash: md5
      md5: 8663f376e468ceb8e590cce879e0cd9e
      size: 59147544
  evaluation:
    cmd: python src/CNNClassifier/pipeline/stage04_evaluation.py
    deps:
    - path: artifacts/data_ingestion/Chicken-fecal-images
      hash: md5
      md5: 9e1f8dd2eae3c29e9d635df89d438ae4.dir
      size: 12207807
      nfiles: 390
    - path: artifacts/training/model.h5
      hash: md5
      md5: 8663f376e468ceb8e590cce879e0cd9e
      size: 59147544
    - path: config/config.yaml
      hash: md5
      md5: 9a1ad71c6c59b4208f1f50f34869d405
      size: 787
    - path: src/CNNClassifier/pipeline/stage04_evaluation.py
      hash: md5
      md5: 0f8fb8228f99252aa7a922dbf1d740e8
      size: 834
    params:
      params.yaml:
        BATCH_SIZE: 16
        IMAGE_SIZE:
        - 224
        - 224
        - 3
    outs:
    - path: scores.json
      hash: md5
      md5: f5a5019907672232f062799cf99b1d91
      size: 55