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    "title": "License Plate Reader — ANPR / LPR for Photos & Video",
    "description": "Read license plates from photos and CCTV videos: plate text, confidence, plate box, vehicle make, model and color. Trained on real Brazilian road cameras (old and Mercosur plates). Video: one row per vehicle passing. No GPU, pay per image or minute.",
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  "components": {
    "schemas": {
      "inputSchema": {
        "type": "object",
        "properties": {
          "imageUrls": {
            "title": "Photos",
            "type": "array",
            "description": "Photos or camera snapshots (JPEG, PNG, WebP, BMP, TIFF; up to 50 MB each). Plate close-ups and plate crops work too. Public Google Drive and Dropbox links work.",
            "items": {
              "type": "string"
            }
          },
          "videoUrls": {
            "title": "Videos",
            "type": "array",
            "description": "CCTV, NVR/DVR exports, dashcam or phone videos (MP4, MKV, AVI, MOV, TS…; up to 4 GB each). You get one row per plate seen, with the time it appeared and left.",
            "items": {
              "type": "string"
            }
          },
          "framesPerSecond": {
            "title": "Frames read per second (video)",
            "type": "string",
            "description": "How many frames per second are read in videos. 2 (default) is enough for gates, parking and city traffic; use 4–5 for fast highway traffic. Higher = slower runs.",
            "default": "2"
          },
          "maxDurationMinutes": {
            "title": "Max minutes per video",
            "minimum": 1,
            "type": "integer",
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            "default": 120
          },
          "includeVehicle": {
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            "type": "boolean",
            "description": "Add the vehicle that carries each plate: type, make and model (when confident) and color.",
            "default": true
          },
          "savePlateImages": {
            "title": "Save plate images",
            "type": "boolean",
            "description": "Store a crop of every plate read (and of the vehicle, for videos) and link it in the results.",
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          },
          "onlyValidPlates": {
            "title": "Only plates in a known format",
            "type": "boolean",
            "description": "Keep only reads that match a known layout (Brazil old ABC1234 and Mercosur ABC1D23, Argentina, Paraguay/Uruguay). Turn off to also get partial or foreign reads.",
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          },
          "minTextConfidence": {
            "title": "Minimum read confidence",
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            "description": "Average character confidence (0–1) a read needs to be returned. Raise it (e.g. 0.8) for fewer, surer reads.",
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          },
          "minPlateConfidence": {
            "title": "Minimum plate detection confidence",
            "type": "string",
            "description": "Detector confidence (0–1) a plate needs before it is read.",
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          }
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