DataAugmentation.json

#Github gist by Rohit Ghumare to augment and create replicas of images  
[
  {
    "dst": "$data",
    "src": [
      "Dataset/*"
    ],
    "action": "data",
    "settings": {
      "classes_mapping": "default"
    }
  },
  {
    "dst": "$flip_vert",
    "src": [
      "$data"
    ],
    "action": "flip",
    "settings": {
      "axis": "vertical"
    }
  },
  {
    "dst": "Dataset_covid",
    "src": [
      "$data",
      "$resized_result",
      "$resized_result2",
      "$noise_result",
      "$flip_vert"
    ],
    "action": "supervisely",
    "settings": {}
  },
  {
    "action": "resize",
    "src": [
      "$data"
    ],
    "dst": "$resized_result",
    "settings": {
      "width": 800,
      "height": -1,
      "aspect_ratio": {
        "keep": true
      }
    }
  },
  {
    "action": "noise",
    "src": [
      "$data"
    ],
    "dst": "$noise_result",
    "settings": {
      "mean": 10,
      "std": 60
    }
  },
  {
    "action": "resize",
    "src": [
      "$data"
    ],
    "dst": "$resized_result2",
    "settings": {
      "width": 300,
      "height": -1,
      "aspect_ratio": {
        "keep": true
      }
    }
  }
]