{
  "name": "soccer_broadcast",
  "pipeline": {
    "name": "soccer_broadcast",
    "profile_name": "soccer_broadcast",
    "stages": [
      {
        "name": "extract_frames",
        "branch": "trunk"
      },
      {
        "name": "filter_scenes",
        "branch": "trunk"
      },
      {
        "name": "field_segmentation",
        "branch": "trunk"
      },
      {
        "name": "detect_edges",
        "branch": "hoarding"
      },
      {
        "name": "detect_objects",
        "branch": "objects"
      },
      {
        "name": "preprocess"
      },
      {
        "name": "run_ocr"
      },
      {
        "name": "match_brands"
      },
      {
        "name": "escalate_vlm"
      },
      {
        "name": "escalate_cloud"
      },
      {
        "name": "compile_report"
      }
    ],
    "edges": [
      {
        "source": "extract_frames",
        "target": "filter_scenes"
      },
      {
        "source": "filter_scenes",
        "target": "field_segmentation"
      },
      {
        "source": "field_segmentation",
        "target": "detect_edges"
      },
      {
        "source": "field_segmentation",
        "target": "detect_objects"
      },
      {
        "source": "detect_edges",
        "target": "preprocess"
      },
      {
        "source": "detect_objects",
        "target": "preprocess"
      },
      {
        "source": "preprocess",
        "target": "run_ocr"
      },
      {
        "source": "run_ocr",
        "target": "match_brands"
      },
      {
        "source": "match_brands",
        "target": "escalate_vlm"
      },
      {
        "source": "escalate_vlm",
        "target": "escalate_cloud"
      },
      {
        "source": "escalate_cloud",
        "target": "compile_report"
      }
    ]
  },
  "configs": {
    "extract_frames": {
      "fps": 2.0,
      "max_frames": 500
    },
    "filter_scenes": {
      "hamming_threshold": 8,
      "enabled": true
    },
    "field_segmentation": {
      "enabled": true,
      "hue_low": 30,
      "hue_high": 85,
      "sat_low": 30,
      "sat_high": 255,
      "val_low": 30,
      "val_high": 255,
      "morph_kernel": 15,
      "min_area_ratio": 0.05
    },
    "detect_edges": {
      "enabled": true,
      "edge_canny_low": 50,
      "edge_canny_high": 150,
      "edge_hough_threshold": 80,
      "edge_hough_min_length": 100,
      "edge_hough_max_gap": 10,
      "edge_pair_max_distance": 200,
      "edge_pair_min_distance": 15
    },
    "detect_objects": {
      "model_name": "yolov8n.pt",
      "confidence_threshold": 0.3,
      "target_classes": []
    },
    "run_ocr": {
      "languages": [
        "en",
        "es"
      ],
      "min_confidence": 0.5
    },
    "match_brands": {
      "fuzzy_threshold": 75
    },
    "escalate_vlm": {
      "vlm_prompt_template": "Identify the brand or sponsor visible in this cropped region from a soccer broadcast.{hint}{text} Respond with: brand, confidence (0-1), reasoning."
    }
  }
}