CNN-ChickenDiseaseClassfication-UsingFlaskAndDVCyaml/dvc.lock at main · Samir-Zade/CNN-ChickenDiseaseClassfication-UsingFlaskAndDVCyaml · GitHub

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schema: '2.0'
stages:
  data_ingestion:
    cmd: python src/cnnClassifier/pipeline/stage_01_data_ingestion.py
    deps:
    - path: config/config.yaml
      hash: md5
      md5: e87f39d71200291b407da4eac673f4e5
      size: 1003
    - path: src/cnnClassifier/pipeline/stage_01_data_ingestion.py
      hash: md5
      md5: e5e474fd4809a74501c772dba9904a5c
      size: 1130
    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/stage_02_prepare_base_model.py
    deps:
    - path: config/config.yaml
      hash: md5
      md5: e87f39d71200291b407da4eac673f4e5
      size: 1003
    - path: src/cnnClassifier/pipeline/stage_02_prepare_base_model.py
      hash: md5
      md5: cb5f1a0d3ec747417896f47fd82a1976
      size: 1170
    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: 8d21df77041f9c7dac957eafce6ff221.dir
      size: 118059248
      nfiles: 2
  training:
    cmd: python src/cnnClassifier/pipeline/stage_03_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: 8d21df77041f9c7dac957eafce6ff221.dir
      size: 118059248
      nfiles: 2
    - path: config/config.yaml
      hash: md5
      md5: e87f39d71200291b407da4eac673f4e5
      size: 1003
    - path: src/cnnClassifier/components/prepare_callbacks.py
      hash: md5
      md5: bb6c0cdf2ecd36f7d9a96e60ba7b6560
      size: 1171
    - path: src/cnnClassifier/pipeline/stage_03_training.py
      hash: md5
      md5: c067c55a93726d22d3b8210c1d5e4786
      size: 1433
    params:
      params.yaml:
        AUGMENTATION: true
        BATCH_SIZE: 16
        EPOCHS: 5
        IMAGE_SIZE:
        - 224
        - 224
        - 3
    outs:
    - path: artifacts/training/model.h5
      hash: md5
      md5: 8ac8adfd51e851cc7dd1e67efb9b9b05
      size: 59340720
  evaluation:
    cmd: python src/cnnClassifier/pipeline/stage_04_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: 8ac8adfd51e851cc7dd1e67efb9b9b05
      size: 59340720
    - path: config/config.yaml
      hash: md5
      md5: e87f39d71200291b407da4eac673f4e5
      size: 1003
    - path: src/cnnClassifier/pipeline/stage_04_evaluation.py
      hash: md5
      md5: 12d4825d0e643cb8e040c416c507505c
      size: 1042
    params:
      params.yaml:
        BATCH_SIZE: 16
        IMAGE_SIZE:
        - 224
        - 224
        - 3
    outs:
    - path: scores.json
      hash: md5
      md5: 48128882e4d8a7ac291bdf6b010df824
      size: 72