Felix92 commited on
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Add onnxtr-parseq model

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Files changed (3) hide show
  1. README.md +37 -0
  2. config.json +22 -0
  3. model.onnx +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/felixdittrich92/OnnxTR/raw/main/docs/images/logo.jpg" width="40%">
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+ </p>
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+
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+ **Optical Character Recognition made seamless & accessible to anyone, powered by Onnxruntime**
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+
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+ ## Task: recognition
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+
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+ https://github.com/felixdittrich92/OnnxTR
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+
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+ ### Example usage:
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+
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+ ```python
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+ >>> from onnxtr.io import DocumentFile
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+ >>> from onnxtr.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('onnxtr/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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+
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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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+
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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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+ 128
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+ ],
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+ "vocab": "0123456789abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ!\"#$%&'()*+,-./:;<=>?@[\\]^_`{|}~°£€¥¢฿àâéèêëîïôùûüçÀÂÉÈÊËÎÏÔÙÛÜÇ",
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+ "url": "https://github.com/felixdittrich92/OnnxTR/releases/download/v0.0.1/parseq-00b40714.onnx",
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+ "url_8_bit": "https://github.com/felixdittrich92/OnnxTR/releases/download/v0.1.2/parseq_dynamic_8_bit-5b04d9f7.onnx",
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+ "arch": "parseq",
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+ "task": "recognition"
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+ }
model.onnx ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:00b40714e00039c8c04891e5fd98ad5cb46c34fa7133ba09e2a55d4b28d42a68
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+ size 96587579