Add onnxtr-master model
Browse files- README.md +37 -0
- config.json +22 -0
- model.onnx +3 -0
README.md
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---
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language: en
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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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**Optical Character Recognition made seamless & accessible to anyone, powered by Onnxruntime**
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## Task: recognition
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https://github.com/felixdittrich92/OnnxTR
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### Example usage:
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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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>>> 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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>>> # 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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>>> # 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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>>> # Get your predictions
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>>> res = predictor(img)
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```
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config.json
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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/master-b1287fcd.onnx",
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"url_8_bit": "https://github.com/felixdittrich92/OnnxTR/releases/download/v0.1.2/master_dynamic_8_bit-d8bd8206.onnx",
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"arch": "master",
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"task": "recognition"
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}
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model.onnx
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version https://git-lfs.github.com/spec/v1
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oid sha256:b1287fcdeaef1ca5e5ddc966c14b1fee0e1606049b248b396790046674bc1234
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size 247042206
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