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{
    "$schema": "http://json-schema.org/draft-07/schema#",
    "type": "object",
    "properties": {
      "season": { "type": "string" },
      "datetime": { "type": "string", "format": "date-time" },
      "bbot_version": { "type": "string" },
      "batch_id": { "type": "string" },
      "image_id": { "type": "string" },
      "cutout_id": { "type": "string" },
      "cutout_num": { "type": "integer" },
      "cutout_height": { "type": "integer" },
      "cutout_width": { "type": "integer" },
      "lens_model": { "type": "string" },
      "validated": { "type": "boolean" },
      "cutout_version": { "type": "string" },
      "non_target_weed": { "type": "boolean" },
      "non_target_weed_pred_conf": { "type": "number" },
      "cutout_props": {
        "type": "object",
        "properties": {
          "bbox_area_cm2": { "type": "number" },
          "blur_effect": { "type": "number" },
          "num_components": { "type": "integer" },
          "cropout_rgb_mean": { "type": "array", "items": { "type": "number" }, "minItems": 3, "maxItems": 3 },
          "cropout_rgb_std": { "type": "array", "items": { "type": "number" }, "minItems": 3, "maxItems": 3 },
          "is_primary": { "type": "boolean" },
          "extends_border": { "type": "boolean" },
          "non_target_weed": { "type": "boolean" },
          "non_target_weed_pred_conf": { "type": "number" }
        },
        "required": [
          "is_primary",
          "extends_border",
          "bbox_area_cm2", 
          "blur_effect", 
          "num_components", 
          "cropout_rgb_mean", 
          "cropout_rgb_std",
          "non_target_weed",
          "non_target_weed_pred_conf"
        ]
      },
      "category": {
        "type": "object",
        "properties": {
          "class_id": { "type": "integer" },
          "USDA_symbol": { "type": "string" },
          "EPPO": { "type": "string" },
          "group": { "type": "string" },
          "class": { "type": "string" },
          "subclass": { "type": "string" },
          "order": { "type": "string" },
          "family": { "type": "string" },
          "genus": { "type": "string" },
          "species": { "type": "string" },
          "common_name": { "type": "string" },
          "authority": { "type": "string" },
          "growth_habit": { "type": "string" },
          "duration": { "type": "string" },
          "category": { "type": "string" },
          "multi_species_USDA_symbol": { "type": ["array", "null"], "items": { "type": "string" }, "minItems": 0 },
          "link": { "type": ["string", "null"] },
          "note": { "type": ["string", "null"] },
          "rgb": { "type": "array", "items": { "type": "integer" }, "minItems": 3, "maxItems": 3 },
          "hex": { "type": "string" }
        },
        "required": [
          "class_id",
          "USDA_symbol",
          "EPPO",
          "group",
          "class",
          "subclass",
          "order",
          "family",
          "genus",
          "species",
          "common_name",
          "authority",
          "growth_habit",
          "duration",
          "category",
          "multi_species_USDA_symbol",
          "link",
          "note",
          "rgb",
          "hex"
        ]
      }
    },
    "required": [
      "season", 
      "datetime",
      "bbot_version",
      "batch_id", 
      "image_id", 
      "cutout_id", 
      "cutout_num", 
      "cutout_height", 
      "cutout_width", 
      "lens_model",
      "validated",
      "cutout_version",
      "cutout_props", 
      "category"
    ]
  }