rehost rapidocr

.gitattributes

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.gitignore

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+.DS_Store

README.md

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+---
+frameworks:
+- Pytorch
+license: Apache License 2.0
+tasks:
+- ocr-detection
+
+#model-type:
+##如 gpt、phi、llama、chatglm、baichuan 等
+#- gpt
+
+#domain:
+##如 nlp、cv、audio、multi-modal
+#- nlp
+
+#language:
+##语言代码列表 https://help.aliyun.com/document_detail/215387.html?spm=a2c4g.11186623.0.0.9f8d7467kni6Aa
+#- cn
+
+#metrics:
+##如 CIDEr、Blue、ROUGE 等
+#- CIDEr
+
+#tags:
+##各种自定义，包括 pretrained、fine-tuned、instruction-tuned、RL-tuned 等训练方法和其他
+#- pretrained
+
+#tools:
+##如 vllm、fastchat、llamacpp、AdaSeq 等
+#- vllm
+- ocr-recognition
+language:
+  - zh
+tags:
+  - ocr
+  - dbnet
+  - paddleocr
+  - rapidocr
+---
+
+### RapidOCR模型托管仓库
+
+Rehosting from Model scope
+
+本仓库用来托管[RapidOCR](https://github.com/RapidAI/RapidOCR)项目中个各个模型文件。
+
+大家可以根据自己需要单独下载使用。
+
+
+#### SDK下载
+```bash
+#安装ModelScope
+pip install modelscope
+```
+```python
+#SDK模型下载
+from modelscope import snapshot_download
+model_dir = snapshot_download('RapidAI/RapidOCR')
+```
+#### Git下载
+```
+#Git模型下载
+git clone https://www.modelscope.cn/RapidAI/RapidOCR.git
+```

configuration.json

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+{"framework":"Pytorch","task":"ocr-detection"}

cvt_model.py

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+# -*- encoding: utf-8 -*-
+# @Author: SWHL
+# @Contact: liekkaskono@163.com
+
+from pathlib import Path
+from typing import List, Union
+
+import onnxruntime as ort
+
+# 0.0.19
+from paddleocr_convert import PaddleOCRModelConvert
+
+import onnx
+from onnx import ModelProto
+
+
+class ONNXMetaOp:
+    @classmethod
+    def add_meta(
+        cls,
+        model_path: Union[str, Path],
+        key: str,
+        value: List[str],
+        delimiter: str = "\n",
+    ) -> ModelProto:
+        model = onnx.load_model(model_path)
+        meta = model.metadata_props.add()
+        meta.key = key
+        meta.value = delimiter.join(value)
+        return model
+
+    @classmethod
+    def get_meta(
+        cls, model_path: Union[str, Path], key: str, split_sym: str = "\n"
+    ) -> List[str]:
+        sess = ort.InferenceSession(model_path)
+        meta_map = sess.get_modelmeta().custom_metadata_map
+        key_content = meta_map.get(key)
+        key_list = key_content.split(split_sym)
+        return key_list
+
+    @classmethod
+    def del_meta(cls, model_path: Union[str, Path]) -> ModelProto:
+        model = onnx.load_model(model_path)
+        del model.metadata_props[:]
+        return model
+
+    @classmethod
+    def save_model(cls, save_path: Union[str, Path], model: ModelProto):
+        onnx.save_model(model, save_path)
+
+
+model_list = [
+    # (
+    #     "https://paddleocr.bj.bcebos.com/PP-OCRv4/multilingual/korean_PP-OCRv4_rec_infer.tar",
+    #     "paddle/PP-OCRv4/rec/korean_PP-OCRv4_rec_infer/korean_dict.txt",
+    # ),
+    # (
+    #     "https://paddleocr.bj.bcebos.com/PP-OCRv4/multilingual/japan_PP-OCRv4_rec_infer.tar",
+    #     "paddle/PP-OCRv4/rec/japan_PP-OCRv4_rec_infer/japan_dict.txt",
+    # ),
+    # (
+    #     "https://paddleocr.bj.bcebos.com/PP-OCRv3/multilingual/chinese_cht_PP-OCRv3_rec_infer.tar",
+    #     "paddle/PP-OCRv4/rec/chinese_cht_PP-OCRv3_rec_infer/chinese_cht_dict.txt",
+    # ),
+    (
+        "https://paddleocr.bj.bcebos.com/PP-OCRv4/multilingual/ta_PP-OCRv4_rec_infer.tar",
+        "paddle/PP-OCRv4/rec/ta_PP-OCRv4_rec_infer/ta_dict.txt",
+    ),
+    (
+        "https://paddleocr.bj.bcebos.com/PP-OCRv4/multilingual/te_PP-OCRv4_rec_infer.tar",
+        "paddle/PP-OCRv4/rec/te_PP-OCRv4_rec_infer/te_dict.txt",
+    ),
+    (
+        "https://paddleocr.bj.bcebos.com/PP-OCRv4/multilingual/ka_PP-OCRv4_rec_infer.tar",
+        "paddle/PP-OCRv4/rec/kannada_PP-OCRv4_rec_infer/ka_dict.txt",
+    ),
+    (
+        "https://paddleocr.bj.bcebos.com/PP-OCRv3/multilingual/latin_PP-OCRv3_rec_infer.tar",
+        "paddle/PP-OCRv4/rec/latin_PP-OCRv3_rec_infer/latin_dict.txt",
+    ),
+    (
+        "https://paddleocr.bj.bcebos.com/PP-OCRv4/multilingual/arabic_PP-OCRv4_rec_infer.tar",
+        "paddle/PP-OCRv4/rec/arabic_PP-OCRv4_rec_infer/arabic_dict.txt",
+    ),
+    (
+        "https://paddleocr.bj.bcebos.com/PP-OCRv3/multilingual/cyrillic_PP-OCRv3_rec_infer.tar",
+        "paddle/PP-OCRv4/rec/cyrillic_PP-OCRv3_rec_infer/cyrillic_dict.txt",
+    ),
+    (
+        "https://paddleocr.bj.bcebos.com/PP-OCRv4/multilingual/devanagari_PP-OCRv4_rec_infer.tar",
+        "paddle/PP-OCRv4/rec/devanagari_PP-OCRv4_rec_infer/devanagari_dict.txt",
+    ),
+]
+
+converter = PaddleOCRModelConvert()
+save_dir = "onnx/PP-OCRv4/rec"
+
+for model in model_list:
+    url, txt_url = model
+    converter(url, save_dir, txt_path=txt_url)

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