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MORAN-STR

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Safetensors
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MORAN-STR
File size: 2,538 Bytes
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{
  "inputs": [
    "images"
  ],
  "modules": {
    "asrn_recognition": {
      "config": {
        "args": {
          "BidirDecoder": true,
          "imgH": 32,
          "nc": 1,
          "nclass": 37,
          "nh": 256
        }
      },
      "type": "DeepTextRecognition.CustomASRNModel"
    },
    "morn_rectification": {
      "config": {
        "args": {
          "nc": 1,
          "targetH": 32,
          "targetW": 100
        }
      },
      "type": "DeepTextRecognition.CustomMORNModel"
    },
    "processing": {
      "config": {
        "args": {
          "channels_size": 1,
          "image_size": [
            32,
            100
          ],
          "normalize": [
            0.5,
            0.5
          ],
          "padding": "none",
          "resize_method": "bilinear"
        }
      },
      "type": "DeepTextRecognition.ImageProcessor"
    },
    "tokenizer": {
      "config": {
        "args": {
          "characters": [
            "0",
            "1",
            "2",
            "3",
            "4",
            "5",
            "6",
            "7",
            "8",
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            "e",
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          ],
          "max_length": 20,
          "separator": ":"
        }
      },
      "type": "DeepTextRecognition.AttentionTokenizerModel"
    }
  },
  "order": [
    "processing",
    "morn_rectification",
    "asrn_recognition",
    "tokenizer"
  ],
  "outputs": [
    "tokenizer:labels"
  ],
  "routing": {
    "asrn_recognition": {
      "inputs": [
        "morn_rectification:rectified_images"
      ],
      "outputs": [
        "asrn_recognition:logits"
      ]
    },
    "morn_rectification": {
      "inputs": [
        "processing:processed_images"
      ],
      "outputs": [
        "morn_rectification:rectified_images"
      ]
    },
    "processing": {
      "inputs": [
        "images"
      ],
      "outputs": [
        "processing:processed_images"
      ]
    },
    "tokenizer": {
      "inputs": [
        "asrn_recognition:logits"
      ],
      "outputs": [
        "tokenizer:labels"
      ]
    }
  }
}