example-dtl-supervisely.json

[
  {
    "action": "data",
    "src": [
      "LEGO Vision/ds"
    ],
    "dst": "$input_data",
    "settings": {
      "classes_mapping": "default"
    }
  },
  {
    "action": "noise",
    "src": [
      "$input_data"
    ],
    "dst": "$noised",
    "settings": {
      "mean": 3,
      "std": 3
    }
  },
  {
    "action": "blur",
    "src": [
      "$noised"
    ],
    "dst": "$data",
    "settings": {
      "name": "gaussian",
      "sigma": {
        "min": 0.1,
        "max": 0.5
      }
    }
  },
  {
    "action": "multiply",
    "src": [
      "$data"
    ],
    "dst": "$multiplied_for_cropping",
    "settings": {
      "multiply": 3
    }
  },
  {
    "action": "instances_crop",
    "src": [
      "$multiplied_for_cropping"
    ],
    "dst": "$cropped",
    "settings": {
      "classes": [
        "2458-blue",
        "3003-yellow",
        "3020-red",
        "3039-trans-clear"
      ],
      "pad": {
        "sides": {
          "top": "5%",
          "left": "5%",
          "right": "5%",
          "bottom": "5%"
        }
      }
    }
  },
  {
    "action": "instances_crop",
    "src": [
      "$multiplied_for_cropping"
    ],
    "dst": "$cropped",
    "settings": {
      "classes": [
        "3298-yellow",
        "3710-red",
        "6041-yellow"
      ],
      "pad": {
        "sides": {
          "top": "5%",
          "left": "5%",
          "right": "5%",
          "bottom": "5%"
        }
      }
    }
  },
  {
    "action": "if",
    "src": [
      "$cropped"
    ],
    "dst": [
      "$cropped_with_two_objects",
      "null"
    ],
    "settings": {
      "condition": {
        "min_objects_count": 2
      }
    }
  },
  {
    "action": "flip",
    "src": [
      "$data"
    ],
    "dst": "$data_flip_ve",
    "settings": {
      "axis": "vertical"
    }
  },
  {
    "action": "flip",
    "src": [
      "$data"
    ],
    "dst": "$data_flip_ho",
    "settings": {
      "axis": "horizontal"
    }
  },
  {
    "action": "flip",
    "src": [
      "$data_flip_ve"
    ],
    "dst": "$data_flip_ho_and_ve",
    "settings": {
      "axis": "horizontal"
    }
  },
  {
    "action": "bbox2poly",
    "src": [
      "$data"
    ],
    "dst": "$now_polygon",
    "settings": {
      "classes_mapping": {
        "2458-blue": "2458-blue2",
        "3003-yellow": "3003-yellow2",
        "3020-red": "3020-red2",
        "3039-trans-clear": "3039-trans-clear2",
        "3298-yellow": "3298-yellow2",
        "3710-red": "3710-red2",
        "6041-yellow": "6041-yellow2"
      }
    }
  },
  {
    "action": "multiply",
    "src": [
      "$now_polygon"
    ],
    "dst": "$multiplied_for_rotation",
    "settings": {
      "multiply": 3
    }
  },
  {
    "action": "rotate",
    "src": [
      "$multiplied_for_rotation"
    ],
    "dst": "$rotated_polygons",
    "settings": {
      "rotate_angles": {
        "min_degrees": -45,
        "max_degrees": 45
      },
      "black_regions": {
        "mode": "crop"
      }
    }
  },
  {
    "action": "bbox",
    "src": [
      "$rotated_polygons"
    ],
    "dst": "$data_rotated",
    "settings": {
      "classes_mapping": {
        "2458-blue2": "2458-blue",
        "3003-yellow2": "3003-yellow",
        "3020-red2": "3020-red",
        "3039-trans-clear2": "3039-trans-clear",
        "3298-yellow2": "3298-yellow",
        "3710-red2": "3710-red",
        "6041-yellow2": "6041-yellow"
      }
    }
  },
  {
    "action": "supervisely",
    "src": [
      "$data",
      "$data_flip_ve",
      "$data_flip_ho",
      "$data_flip_ho_and_ve",
      "$data_rotated",
      "$cropped_with_two_objects"
    ],
    "dst": "result_project",
    "settings": {}
  }
]