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Add doctr-dummy-torch-resnet34-wide model

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Files changed (3) hide show
  1. README.md +39 -0
  2. config.json +149 -0
  3. pytorch_model.bin +3 -0
README.md ADDED
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+
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+ ---
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+ language: en
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+ ---
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+
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+ <p align="center">
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+ <img src="https://github.com/mindee/doctr/releases/download/v0.3.1/Logo_doctr.gif" width="60%">
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+ </p>
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+
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+ **Optical Character Recognition made seamless & accessible to anyone, powered by TensorFlow 2 & PyTorch**
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+
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+ ## Task: classification
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+
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+ https://github.com/mindee/doctr
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+
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+ ### Example usage:
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+
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+ ```python
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+ >>> from doctr.io import DocumentFile
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+ >>> from doctr.models import ocr_predictor, from_hub
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+
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+ >>> img = DocumentFile.from_images(['<image_path>'])
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+ >>> # Load your model from the hub
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+ >>> model = from_hub('mindee/my-model')
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+
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+ >>> # Pass it to the predictor
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+ >>> # If your model is a recognition model:
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+ >>> predictor = ocr_predictor(det_arch='db_mobilenet_v3_large',
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+ >>> reco_arch=model,
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+ >>> pretrained=True)
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+
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+ >>> # If your model is a detection model:
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+ >>> predictor = ocr_predictor(det_arch=model,
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+ >>> reco_arch='crnn_mobilenet_v3_small',
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+ >>> pretrained=True)
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+
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+ >>> # Get your predictions
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+ >>> res = predictor(img)
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+ ```
config.json ADDED
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+ {
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+ "mean": [
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+ 0.694,
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+ 0.695,
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+ 0.693
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+ ],
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+ "std": [
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+ 0.299,
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+ 0.296,
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+ 0.301
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+ ],
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+ "input_shape": [
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+ 3,
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+ 32,
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+ 32
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+ ],
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+ "classes": [
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+ "0",
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+ "1",
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+ "2",
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+ "3",
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+ "4",
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+ "5",
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+ "6",
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+ "7",
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+ "8",
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+ "9",
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+ "a",
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+ "b",
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+ "c",
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+ "d",
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+ "e",
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+ "f",
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+ "g",
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+ "h",
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+ "i",
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+ "j",
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+ "k",
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+ "l",
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+ "m",
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+ "n",
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+ "o",
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+ "p",
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+ "q",
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+ "r",
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+ "s",
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+ "t",
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+ "u",
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+ "v",
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+ "w",
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+ "x",
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+ "y",
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+ "z",
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+ "A",
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+ "B",
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+ "C",
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+ "D",
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+ "E",
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+ "F",
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+ "G",
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+ "H",
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+ "I",
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+ "J",
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+ "K",
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+ "L",
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+ "M",
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+ "N",
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+ "O",
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+ "P",
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+ "Q",
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+ "R",
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+ "S",
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+ "T",
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+ "U",
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+ "V",
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+ "W",
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+ "X",
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+ "Y",
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+ "Z",
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+ "!",
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+ "\"",
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+ "#",
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+ "$",
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+ "%",
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+ "&",
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+ "'",
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+ "(",
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+ ")",
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+ "*",
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+ "+",
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+ ",",
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+ "-",
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+ ".",
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+ "/",
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+ ":",
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+ ";",
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+ "<",
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+ "=",
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+ ">",
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+ "?",
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+ "@",
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+ "[",
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+ "\\",
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+ "]",
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+ "^",
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+ "_",
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+ "`",
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+ "{",
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+ "|",
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+ "}",
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+ "~",
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+ "°",
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+ "£",
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+ "€",
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+ "¥",
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+ "¢",
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+ "฿",
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+ "à",
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+ "â",
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+ "é",
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+ "è",
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+ "ê",
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+ "ë",
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+ "î",
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+ "ï",
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+ "ô",
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+ "ù",
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+ "û",
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+ "ü",
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+ "ç",
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+ "À",
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+ "Â",
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+ "É",
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+ "È",
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+ "Ê",
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+ "Ë",
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+ "Î",
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+ "Ï",
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+ "Ô",
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+ "Ù",
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+ "Û",
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+ "Ü",
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+ "Ç"
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+ ],
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+ "url": null,
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+ "num_classes": 126,
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+ "arch": "resnet34_wide",
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+ "task": "classification"
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+ }
pytorch_model.bin ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:7073b08e93cbabba8d15053b1ce1e017bfac9c7f4cf53cc34faf13e6026f2021
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+ size 341062669