Fish_segmentation/dvc.lock at main · mariiova/Fish_segmentation · GitHub

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schema: '2.0'
stages:
  get_data:
    cmd:
    - mkdir data\raw
    - tar -xvzf data\archives\train_val.zip -C data\raw
    - tar -xvzf data\archives\TEST.zip -C data\raw
    deps:
    - path: data\archives\TEST.zip
      hash: md5
      md5: c4581d00d198ad02178a394fab10d664
      size: 12791017
    - path: data\archives\train_val.zip
      hash: md5
      md5: 78c6e1d34ab05c88d8e2957edb036d35
      size: 171853482
    outs:
    - path: data\raw
      hash: md5
      md5: 1d5236b0bbcfd466dd35c72619409c2f.dir
      size: 2281865264
      nfiles: 4150
  preprocessing:
    cmd: python src\preprocess.py
    deps:
    - path: data\raw
      hash: md5
      md5: 1d5236b0bbcfd466dd35c72619409c2f.dir
      size: 2281865264
      nfiles: 4150
    - path: src\preprocess.py
      hash: md5
      md5: 48ae2b7b927b48542565e647ae730370
      size: 3328
    params:
      params.yaml:
        preprocessing:
          mask_color:
          - 255
          - 255
          - 0
    outs:
    - path: data\clean
      hash: md5
      md5: 43f778f7fb551b167af5462b3d71f92d.dir
      size: 169149810
      nfiles: 2580
  train:
    cmd: python src\train.py
    deps:
    - path: data\clean
      hash: md5
      md5: 43f778f7fb551b167af5462b3d71f92d.dir
      size: 169149810
      nfiles: 2580
    - path: src\core
      hash: md5
      md5: 98f382fcb2bd8a02209715d51d312009.dir
      size: 20546
      nfiles: 6
    - path: src\train.py
      hash: md5
      md5: d7e4ed560685cbca9ab24ed9bf84fba3
      size: 1846
    params:
      params.yaml:
        dataset:
          empty_images_ratio: 0.3
          train_val_ratio: 0.8
        model:
          model_args:
            in_channels: 3
            output_channels: 2
            kernel_size:
            - 3
            - 3
          learning_rate: 0.001
        transform:
          __version__: 1.3.1
          transform:
            __class_fullname__: Compose
            additional_targets: {}
            bbox_params:
            is_check_shapes: true
            keypoint_params:
            p: 1.0
            transforms:
            - __class_fullname__: Resize
              always_apply: false
              height: 224
              interpolation: 1
              p: 1
              width: 224
            - __class_fullname__: ShiftScaleRotate
              always_apply: false
              border_mode: 4
              interpolation: 1
              mask_value:
              p: 0.5
              rotate_limit:
              - -30
              - 30
              rotate_method: largest_box
              scale_limit:
              - -0.19999999999999996
              - 0.19999999999999996
              shift_limit_x:
              - -0.2
              - 0.2
              shift_limit_y:
              - -0.2
              - 0.2
              value:
            - __class_fullname__: RGBShift
              always_apply: false
              b_shift_limit:
              - -25
              - 25
              g_shift_limit:
              - -25
              - 25
              p: 0.5
              r_shift_limit:
              - -25
              - 25
            - __class_fullname__: RandomBrightnessContrast
              always_apply: false
              brightness_by_max: true
              brightness_limit:
              - -0.3
              - 0.3
              contrast_limit:
              - -0.3
              - 0.3
              p: 0.5
            - __class_fullname__: HorizontalFlip
              always_apply: false
              p: 0.5
            - __class_fullname__: Normalize
              always_apply: false
              max_pixel_value: 255.0
              mean:
              - 0.485
              - 0.456
              - 0.406
              p: 1.0
              std:
              - 0.229
              - 0.224
              - 0.225
            - __class_fullname__: ToTensorV2
              always_apply: true
              p: 1.0
              transpose_mask: false
    outs:
    - path: dvclive\metrics.json
      hash: md5
      md5: e8af05d81f6308f4aecced9daccdefa1
      size: 285
    - path: dvclive\plots
      hash: md5
      md5: a2ac95710ee7f10f16d29138ddbb7245.dir
      size: 26014815
      nfiles: 151
    - path: weights
      hash: md5
      md5: b4302ab0db3a78321eec83e03e0735dd.dir
      size: 246412222
      nfiles: 2