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b/README.md @@ -0,0 +1,64 @@ +--- +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 +``` diff --git a/configuration.json b/configuration.json new file mode 100644 index 0000000000000000000000000000000000000000..fc71185fd0272a07a5ef5fe6618a37764fea7f38 --- /dev/null +++ b/configuration.json @@ -0,0 +1 @@ +{"framework":"Pytorch","task":"ocr-detection"} \ No newline at end of file diff --git a/cvt_model.py b/cvt_model.py new file mode 100644 index 0000000000000000000000000000000000000000..9a02c67aa970aa7e048878f3d8b048d394606551 --- /dev/null +++ b/cvt_model.py @@ -0,0 +1,101 @@ +# -*- 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", + ), + ( + 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\ No newline at end of file diff --git a/paddle/PP-OCRv4/rec/ch_doc_PP-OCRv4_rec_server_infer/inference.pdiparams b/paddle/PP-OCRv4/rec/ch_doc_PP-OCRv4_rec_server_infer/inference.pdiparams new file mode 100644 index 0000000000000000000000000000000000000000..77427e8b6742fecadaa4347ef508f474c52388b2 --- /dev/null +++ b/paddle/PP-OCRv4/rec/ch_doc_PP-OCRv4_rec_server_infer/inference.pdiparams @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4ad3cf3f353ae3353515266c5e96ef49e9de27dd6cbe413b0234192384203bab +size 94812503 diff --git a/paddle/PP-OCRv4/rec/ch_doc_PP-OCRv4_rec_server_infer/inference.yml b/paddle/PP-OCRv4/rec/ch_doc_PP-OCRv4_rec_server_infer/inference.yml new file mode 100644 index 0000000000000000000000000000000000000000..4a9c31c5d54483d7e8230b73f0df9149c9e10ca1 --- /dev/null +++ b/paddle/PP-OCRv4/rec/ch_doc_PP-OCRv4_rec_server_infer/inference.yml @@ -0,0 +1,15672 @@ +Global: + model_name: PP-OCRv4_server_rec_doc +Hpi: + backend_configs: + paddle_infer: + 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\ No newline at end of file diff --git a/paddle/PP-OCRv5/rec/ch_PP-OCRv5_rec_mobile_infer/inference.pdiparams b/paddle/PP-OCRv5/rec/ch_PP-OCRv5_rec_mobile_infer/inference.pdiparams new file mode 100644 index 0000000000000000000000000000000000000000..0f9c0adbb4a3c9de7854836509d0794a8fb27cf5 --- /dev/null +++ b/paddle/PP-OCRv5/rec/ch_PP-OCRv5_rec_mobile_infer/inference.pdiparams @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2460da90875937c94db97eba74ae3d9e5d4c4c57c42f1f41531c09a26bcc771a +size 16458665 diff --git a/paddle/PP-OCRv5/rec/ch_PP-OCRv5_rec_mobile_infer/inference.yml b/paddle/PP-OCRv5/rec/ch_PP-OCRv5_rec_mobile_infer/inference.yml new file mode 100644 index 0000000000000000000000000000000000000000..176f6d552a120e6fa0a812089fb36c1bb983ce28 --- /dev/null +++ b/paddle/PP-OCRv5/rec/ch_PP-OCRv5_rec_mobile_infer/inference.yml @@ -0,0 +1,18426 @@ +Global: + model_name: PP-OCRv5_mobile_rec +Hpi: + backend_configs: + paddle_infer: + trt_dynamic_shapes: &id001 + 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x: + - - 1 + - 3 + - 48 + - 160 + - - 1 + - 3 + - 48 + - 320 + - - 8 + - 3 + - 48 + - 3200 + tensorrt: + dynamic_shapes: *id001 +PreProcess: + transform_ops: + - DecodeImage: + channel_first: false + img_mode: BGR + - MultiLabelEncode: + gtc_encode: NRTRLabelEncode + - RecResizeImg: + image_shape: + - 3 + - 48 + - 320 + - KeepKeys: + keep_keys: + - image + - label_ctc + - label_gtc + - length + - valid_ratio +PostProcess: + name: CTCLabelDecode + character_dict: + - 　 + - 一 + - 乙 + - 二 + - 十 + - 丁 + - 厂 + - 七 + - 卜 + - 八 + - 人 + - 入 + - 儿 + - 匕 + - 几 + - 九 + - 刁 + - 了 + - 刀 + - 力 + - 乃 + - 又 + - 三 + - 干 + - 于 + - 亏 + - 工 + - 土 + - 士 + - 才 + - 下 + - 寸 + - 大 + - 丈 + - 与 + - 万 + - 上 + - 小 + - 口 + - 山 + - 巾 + - 千 + - 乞 + - 川 + - 亿 + - 个 + - 夕 + - 久 + - 么 + - 勺 + - 凡 + - 丸 + - 及 + - 广 + - 亡 + - 门 + - 丫 + - 义 + - 之 + - 尸 + - 己 + - 已 + - 巳 + - 弓 + - 子 + - 卫 + - 也 + - 女 + - 刃 + - 飞 + - 习 + - 叉 + - 马 + - 乡 + - 丰 + - 王 + - 开 + - 井 + - 天 + - 夫 + - 元 + - 无 + - 云 + - 专 + - 丐 + - 扎 + - 艺 + - 木 + - 五 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x: + - - 1 + - 3 + - 48 + - 160 + - - 1 + - 3 + - 48 + - 320 + - - 8 + - 3 + - 48 + - 3200 + tensorrt: + dynamic_shapes: *id001 +PreProcess: + transform_ops: + - DecodeImage: + channel_first: false + img_mode: BGR + - MultiLabelEncode: + gtc_encode: NRTRLabelEncode + - RecResizeImg: + image_shape: + - 3 + - 48 + - 320 + - KeepKeys: + keep_keys: + - image + - label_ctc + - label_gtc + - length + - valid_ratio +PostProcess: + name: CTCLabelDecode + character_dict: + - '0' + - '1' + - '2' + - '3' + - '4' + - '5' + - '6' + - '7' + - '8' + - '9' + - A + - B + - C + - D + - E + - F + - G + - H + - I + - J + - K + - L + - M + - N + - O + - P + - Q + - R + - S + - T + - U + - V + - W + - X + - Y + - Z + - a + - b + - c + - d + - e + - f + - g + - h + - i + - j + - k + - l + - m + - n + - o + - p + - q + - r + - s + - t + - u + - v + - w + - x + - y + - z + - '!' + - '"' + - '#' + - $ + - '%' + - '&' + - '''' + - ( + - ) + - '*' + - + + - ',' + - '-' + - . + - / + - ':' + - ; + - < + - '=' + - '>' + - '?' + - '@' + - '[' + - \ + - ']' + - _ + - '`' + - '{' + - '|' + - '}' + - ^ + - '~' + - © + - ® + - ℉ + - № + - Ω + - ℮ + - ™ + - ∆ + - ✓ + - ✔ + - ✗ + - ✘ + - ✕ + - ☑ + - ☒ + - ● + - ▪ + - ▫ + - ◼ + - ▶ + - ◀ + - ⬆ + - ¤ + - ¦ + - § + - ¨ + - ª + - « + - ¬ + - ¯ + - ° + - ² + - ³ + - ´ + - µ + - ¶ + - ¸ + - ¹ + - º + - » + - ¼ + - ½ + - ¾ + - ¿ + - × + - ‐ + - ‑ + - ‒ + - — + - ― + - ‖ + - ‗ + - ‘ + - ’ + - ‚ + - ‛ + - “ + - ” + - „ + - ‟ + - † + - ‡ + - ‣ + - ․ + - … + - ‧ + - ‰ + - ‴ + - ‵ + - ‶ + - ‷ + - ‸ + - ‹ + - › + - ※ + - ‼ + - ‽ + - ‾ + - − + - ₤ + - ₡ + - ₹ + - ₽ + - ₴ + - ₿ + - ¢ + - € + - £ + - ¥ + - Ⅰ + - Ⅱ + - Ⅲ + - Ⅳ + - Ⅴ + - Ⅵ + - Ⅶ + - Ⅷ + - Ⅸ + - Ⅹ + - Ⅺ + - Ⅻ + - ⅰ + - ⅱ + - ⅲ + - ⅳ + - ⅴ + - ⅵ + - ⅶ + - ⅷ + - ⅸ + - ⅹ + - ⅺ + - ⅻ + - ➀ + - ➁ + - ➂ + - ➃ + - ➄ + - ➅ + - ➆ + - ➇ + - ➈ + - ➉ + - ➊ + - ➋ + - ➌ + - ➍ + - ➎ + - ➏ + - ➐ + - ➑ + - ➒ + - ➓ + - ❶ + - ❷ + - ❸ + - ❹ + - ❺ + - ❻ + - ❼ + - ❽ + - ❾ + - ❿ + - ① + - ② + - ③ + - ④ + - ⑤ + - ⑥ + - ⑦ + - ⑧ 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Å + - ℏ + - ⌀ + - ⍺ + - ⍵ + - 𝑢 + - 𝜓 + - ० + - ‥ + - ︽ + - ﹥ + - • + - ÷ + - ∕ + - ∙ + - ⋅ + - · + - ± + - ∓ + - ∟ + - ∠ + - ∡ + - ∢ + - ℧ + - ☺ diff --git a/paddle/PP-OCRv5/rec/en_PP-OCRv5_rec_mobile_infer/ppocrv5_en_dict.txt b/paddle/PP-OCRv5/rec/en_PP-OCRv5_rec_mobile_infer/ppocrv5_en_dict.txt new file mode 100644 index 0000000000000000000000000000000000000000..7bf3f5fad8abead63f0c271d871bb3961b984cdd --- /dev/null +++ b/paddle/PP-OCRv5/rec/en_PP-OCRv5_rec_mobile_infer/ppocrv5_en_dict.txt @@ -0,0 +1,436 @@ +0 +1 +2 +3 +4 +5 +6 +7 +8 +9 +A +B +C +D +E +F +G +H +I +J +K +L +M +N +O +P +Q +R +S +T +U +V +W +X +Y +Z +a +b +c +d +e +f +g +h +i +j +k +l +m +n +o +p +q +r +s +t +u +v +w +x +y +z +! +" +# +$ +% +& +' +( +) +* ++ +, +- +. +/ +: +; +< += +> +? +@ +[ +\ +] +_ +` +{ +| +} +^ +~ +© +® +℉ +№ +Ω +℮ +™ +∆ +✓ +✔ +✗ +✘ +✕ +☑ +☒ +● +▪ +▫ +◼ +▶ +◀ +⬆ +¤ +¦ +§ +¨ +ª +« +¬ +¯ +° +² +³ +´ +µ +¶ +¸ +¹ +º +» +¼ +½ +¾ +¿ +× +‐ +‑ +‒ +— +― +‖ +‗ +‘ +’ +‚ +‛ +“ +” +„ +‟ +† +‡ +‣ +․ +… +‧ +‰ 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trt_dynamic_shapes: &id001 + x: + - - 1 + - 3 + - 48 + - 160 + - - 1 + - 3 + - 48 + - 320 + - - 8 + - 3 + - 48 + - 3200 + tensorrt: + dynamic_shapes: *id001 +PreProcess: + transform_ops: + - DecodeImage: + channel_first: false + img_mode: BGR + - MultiLabelEncode: + gtc_encode: NRTRLabelEncode + - RecResizeImg: + image_shape: + - 3 + - 48 + - 320 + - KeepKeys: + keep_keys: + - image + - label_ctc + - label_gtc + - length + - valid_ratio +PostProcess: + name: CTCLabelDecode + character_dict: + - '!' + - '"' + - '#' + - $ + - '%' + - '&' + - '''' + - ( + - ) + - '*' + - + + - ',' + - '-' + - . + - / + - '0' + - '1' + - '2' + - '3' + - '4' + - '5' + - '6' + - '7' + - '8' + - '9' + - ':' + - ; + - < + - '=' + - '>' + - '?' + - A + - B + - C + - D + - E + - F + - G + - H + - I + - J + - K + - L + - M + - N + - O + - P + - Q + - R + - S + - T + - U + - V + - W + - X + - Y + - Z + - '[' + - ']' + - _ + - '`' + - a + - b + - c + - d + - e + - f + - g + - h + - i + - j + - k + - l + - m + - n + - o + - p + - q + - r + - s + - t + - u + - v + - w + - x + - y + - z + - © + - ‥ + - '{' + - '}' + - \ + - '|' + - '@' + - ^ + - '~' + - ÷ + - ∕ + - ∙ + - ⋅ + - · + - ± + - ∓ + - ∩ + - ∪ + - □ + - ← + - ↔ + - ⇒ + - ⇐ + - ⇔ + - ∀ + - ∃ + - ∄ + - ∴ + - ∵ + - ∝ + - ∞ + - ⊥ + - ∟ + - ∠ + - ∡ + - ∢ + - ′ + - ″ + - ∥ + - ⊾ + - ⊿ + - ∂ + - ∫ + - ∬ + - ∭ + - ∮ + - ∯ + - ∰ + - ∑ + - ∏ + - √ + - ∛ + - ∜ + - ∱ + - ∲ + - ∳ + - ∶ + - ∷ + - ∼ + - ® + - ℉ + - Ω + - ℧ + - Å + - ⌀ + - ℏ + - ⅀ + - ⍺ + - ⍵ + - ¢ + - € + - £ + - ¥ + - ₿ + - Ⅰ + - Ⅱ + - Ⅲ + - Ⅳ + - Ⅴ + - Ⅵ + - Ⅶ + - Ⅷ + - Ⅸ + - Ⅹ + - Ⅺ + - Ⅻ + - ⅰ + - ⅱ + - ⅲ + - ⅳ + - ⅴ + - ⅵ + - ⅶ + - ⅷ + - ⅸ + - ⅹ + - ⅺ + - ⅻ + - ➀ + - ➁ + - ➂ + - ➃ + - ➄ + - ➅ + - ➆ + - ➇ + - ➈ + - ➉ + - ➊ + - ➋ + - ➌ + - ➍ + - ➎ + - ➏ + - ➐ + - ➑ + - ➒ + - ➓ + - ❶ + - ❷ + - ❸ + - ❹ + - ❺ + - ❻ + - ❼ + - ❽ + - ❾ + - ❿ + - ① + - ② + - ③ + - ④ + - ⑤ + - ⑥ + - ⑦ + - ⑧ + - ⑨ + - ⑩ + - ● + - ▶ + - 𝑢 + - ︽ + - – + - ﹥ + - 𝜓 + - • + - ∋ + - ƒ + - ० + - ⬆ + - Ạ + - ◀ + -  + 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\ No newline at end of file diff --git a/paddle/PP-OCRv5/rec/korean_PP-OCRv5_rec_mobile_infer/inference.pdiparams b/paddle/PP-OCRv5/rec/korean_PP-OCRv5_rec_mobile_infer/inference.pdiparams new file mode 100644 index 0000000000000000000000000000000000000000..005af2b5db78e1e4f01c327ab9242c426e3a8b9c --- /dev/null +++ b/paddle/PP-OCRv5/rec/korean_PP-OCRv5_rec_mobile_infer/inference.pdiparams @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cac3e5f12cf04aaa77f6a5bc704e4e736ef2908476551891d84b41b4e9090462 +size 13342671 diff --git a/paddle/PP-OCRv5/rec/korean_PP-OCRv5_rec_mobile_infer/inference.yml b/paddle/PP-OCRv5/rec/korean_PP-OCRv5_rec_mobile_infer/inference.yml new file mode 100644 index 0000000000000000000000000000000000000000..ba8f60f36464f8444b71301062ec6bf4f7b2d1e0 --- /dev/null +++ b/paddle/PP-OCRv5/rec/korean_PP-OCRv5_rec_mobile_infer/inference.yml @@ -0,0 +1,11988 @@ +Global: + model_name: korean_PP-OCRv5_mobile_rec +Hpi: + backend_configs: + paddle_infer: + trt_dynamic_shapes: &id001 + x: + - - 1 + - 3 + - 48 + - 160 + - - 1 + - 3 + - 48 + - 320 + - - 8 + - 3 + - 48 + - 3200 + tensorrt: + dynamic_shapes: *id001 +PreProcess: + transform_ops: + - DecodeImage: + channel_first: false + img_mode: BGR + - MultiLabelEncode: + gtc_encode: NRTRLabelEncode + - RecResizeImg: + image_shape: + - 3 + - 48 + - 320 + - KeepKeys: + keep_keys: + - image + - label_ctc + - label_gtc + - length + - valid_ratio +PostProcess: + name: CTCLabelDecode + character_dict: + - ᄀ + - ᄁ + - ᄂ + - ᄃ + - ᄄ + - ᄅ + - ᄆ + - ᄇ + - ᄈ + - ᄉ + - ᄊ + - ᄋ + - ᄌ + - ᄍ + - ᄎ + - ᄏ + - ᄐ + - ᄑ + - ᄒ + - ᄓ + - ᄔ + - ᄕ + - ᄖ + - ᄗ + - ᄘ + - ᄙ + - ᄚ + - ᄛ + - ᄜ + - ᄝ + - ᄞ + - ᄟ + - ᄠ + - ᄡ + - ᄢ + - ᄣ + - ᄤ + - ᄥ + - ᄦ + - ᄧ + - ᄨ + - ᄩ + - ᄪ + - ᄫ + - ᄬ + - ᄭ + - ᄮ + - ᄯ + - ᄰ + - ᄱ + - ᄲ + - ᄳ + - ᄴ + - ᄵ + - ᄶ + - ᄷ + - ᄸ + - ᄹ + - ᄺ + - ᄻ + - ᄼ + - ᄽ + - ᄾ + - ᄿ + - ᅀ + - ᅁ + - ᅂ + - ᅃ + - ᅄ + - ᅅ + - ᅆ + - ᅇ + - ᅈ + - ᅉ + - ᅊ + - ᅋ + - ᅌ + - ᅍ + - ᅎ + - ᅏ + - ᅐ + - ᅑ + - ᅒ + - 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trt_dynamic_shapes: &id001 + x: + - - 1 + - 3 + - 48 + - 160 + - - 1 + - 3 + - 48 + - 320 + - - 8 + - 3 + - 48 + - 3200 + tensorrt: + dynamic_shapes: *id001 +PreProcess: + transform_ops: + - DecodeImage: + channel_first: false + img_mode: BGR + - MultiLabelEncode: + gtc_encode: NRTRLabelEncode + max_text_length: 1000 + - RecResizeImg: + eval_mode: true + image_shape: + - 3 + - 48 + - 320 + - KeepKeys: + keep_keys: + - image + - label_ctc + - label_gtc + - length + - valid_ratio +PostProcess: + name: CTCLabelDecode + character_dict: + - '!' + - '"' + - '#' + - $ + - '%' + - '&' + - '''' + - ( + - ) + - '*' + - + + - ',' + - '-' + - . + - / + - '0' + - '1' + - '2' + - '3' + - '4' + - '5' + - '6' + - '7' + - '8' + - '9' + - ':' + - ; + - < + - '=' + - '>' + - '?' + - '@' + - A + - B + - C + - D + - E + - F + - G + - H + - I + - J + - K + - L + - M + - N + - O + - P + - Q + - R + - S + - T + - U + - V + - W + - X + - Y + - Z + - '[' + - \ + - ']' + - ^ + - _ + - '`' + - a + - b + - c + - d + - e + - f + - g + - h + - i + - j + - k + - l + - m + - n + - o + - p + - q + - r + - s + - t + - u + - v + - w + - x + - y + - z + - '{' + - '|' + - '}' + - '~' + - ¡ + - ¢ + - £ + - ¤ + - ¥ + - ¦ + - § + - ¨ + - © + - ª + - « + - ¬ + - ­ + - ® + - ¯ + - ° + - ± + - ² + - ³ + - ´ + - µ + - ¶ + - · + - ¸ + - ¹ + - º + - » + - ¼ + - ½ + - ¾ + - ¿ + - À + - Á + -  + - à + - Ä + - Å + - Æ + - Ç + - È + - É + - Ê + - Ë + - Ì + - Í + - Î + - Ï + - Ð + - Ñ + - Ò + - Ó + - Ô + - Õ + - Ö + - × + - Ø + - Ù + - Ú + - Û + - Ü + - Ý + - Þ + - ß + - à + - á + - â + - ã + - ä + - å + - æ + - ç + - è + - é + - ê + - ë + - ì + - í + - î + - ï + - ð + - ñ + - ò + - ó + - ô + - õ + - ö + - ÷ + - ø + - ù + - ú + - û + - ü + - ý + - þ + - ÿ + - Ą + - ą + - Ć + - ć + - Č + - č + - Ď + - ď + - Đ + - đ + - Ė + - ė + - Ę + - ę + - Ě + - ě + - Ğ + - ğ + - Į + - į + - İ + - ı + - Ĺ + - ĺ + - Ľ + - ľ + - Ł + - ł + - Ń + - ń + - Ň + - ň + - ō + - Ő + - ő + - Œ + - œ + - Ŕ + - ŕ + - Ř + - ř + - Ś + - ś + - Ş + - ş + - Š + - š + - Ť + - ť + - Ū + - ū + - Ů + - ů + - Ű + - ű + - Ų + - ų + - Ÿ + - Ź + - ź + - Ż + - ż + - Ž + - ž + - ƒ + - ʒ + - Ω + - α + - β + - γ + - δ + - ε + - ζ + - η + - θ + - ι + - κ + - λ + - μ + - ν + - ξ + - ο + - π + - ρ + - ς + - σ + - τ + - υ + - φ + - χ + - ψ + - ω + - з + - ० + - Ṡ + - ẞ + - Ạ + - ‐ + - ‑ + - ‒ + - – + - — + - ― + - ‖ + - ‗ + - ‘ + - ’ + - ‚ + - ‛ + - “ + - ” + - „ + - ‟ + - † + - ‡ + - • + - ‣ + - ․ + - ‥ + - … + - ‧ + - ‰ + - ′ + - ″ + - ‴ + - ‵ + - ‶ + - ‷ + - ‸ + - ‹ + - › + - ※ + - ‼ + - ‽ + - ‾ + - ⁄ + - ₂ + - ₃ + - ₡ + - ₤ + - € + - ₴ + - ₹ + - ₽ + - ₿ + - ℉ + - ℏ + - № + - ™ + - Ω + - ℧ + - Å + - ℮ + - ⅀ + - Ⅰ + - Ⅱ + - Ⅲ + - Ⅳ + - Ⅴ + - Ⅵ + - Ⅶ + - Ⅷ + - Ⅸ + - Ⅹ + - Ⅺ + - Ⅻ + - ⅰ + - ⅱ + - ⅲ + - ⅳ + - ⅴ + - ⅵ + - ⅶ + - ⅷ + - ⅸ + - ⅹ + - ⅺ + - ⅻ + - ← + - ↑ + - → + - ↓ + - ↔ + - ↕ + - ⇐ + - ⇒ + - ⇔ + - ∀ + - ∂ + - ∃ + - ∄ + - ∅ + - ∆ + - ∋ + - ∏ + - ∑ + - − + - ∓ + - ∕ + - ∖ + - ∗ + - ∙ + - √ + - ∛ + - ∜ + - ∝ + - ∞ + - ∟ + - ∠ + - ∡ + - ∢ + 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+! +" +# +$ +% +& +' +( +) +* ++ +, +- +. +/ +0 +1 +2 +3 +4 +5 +6 +7 +8 +9 +: +; +< += +> +? +@ +A +B +C +D +E +F +G +H +I +J +K +L +M +N +O +P +Q +R +S +T +U +V +W +X +Y +Z +[ +\ +] +^ +_ +` +a +b +c +d +e +f +g +h +i +j +k +l +m +n +o +p +q +r +s +t +u +v +w +x +y +z +{ +| +} +~ +¡ +¢ +£ +¤ +¥ +¦ +§ +¨ +© +ª +« +¬ +­ +® +¯ +° +± +² +³ +´ +µ +¶ +· +¸ +¹ +º +» +¼ +½ +¾ +¿ +À +Á + +à +Ä +Å +Æ +Ç +È +É +Ê +Ë +Ì +Í +Î +Ï +Ð +Ñ +Ò +Ó +Ô +Õ +Ö +× +Ø +Ù +Ú +Û +Ü +Ý +Þ +ß +à +á +â +ã +ä +å +æ +ç +è +é +ê +ë +ì +í +î +ï +ð +ñ +ò +ó +ô +õ +ö +÷ +ø +ù +ú +û +ü +ý +þ +ÿ +Ą +ą +Ć +ć +Č +č +Ď +ď +Đ +đ +Ė +ė +Ę +ę +Ě +ě +Ğ +ğ +Į +į +İ +ı +Ĺ +ĺ +Ľ +ľ +Ł +ł +Ń +ń +Ň +ň +ō +Ő +ő +Œ +œ +Ŕ +ŕ +Ř +ř +Ś +ś +Ş +ş +Š +š +Ť +ť +Ū +ū +Ů +ů +Ű +ű +Ų +ų +Ÿ +Ź +ź +Ż +ż +Ž +ž +ƒ +ʒ +Ω +α +β +γ +δ +ε +ζ +η +θ +ι +κ +λ +μ +ν +ξ +ο +π +ρ +ς +σ +τ +υ +φ +χ +ψ +ω +з +० +Ṡ +ẞ +Ạ +‐ +‑ +‒ +– +— +― +‖ +‗ +‘ +’ +‚ +‛ +“ +” +„ +‟ +† +‡ +• +‣ +․ +‥ +… +‧ +‰ +′ +″ +‴ +‵ +‶ +‷ +‸ +‹ +› +※ +‼ +‽ +‾ +⁄ +₂ +₃ +₡ +₤ +€ +₴ +₹ +₽ +₿ 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x: + - - 1 + - 3 + - 48 + - 160 + - - 1 + - 3 + - 48 + - 320 + - - 8 + - 3 + - 48 + - 3200 + tensorrt: + dynamic_shapes: *id001 +PreProcess: + transform_ops: + - DecodeImage: + channel_first: false + img_mode: BGR + - MultiLabelEncode: + gtc_encode: NRTRLabelEncode + - RecResizeImg: + image_shape: + - 3 + - 48 + - 320 + - KeepKeys: + keep_keys: + - image + - label_ctc + - label_gtc + - length + - valid_ratio +PostProcess: + name: CTCLabelDecode + character_dict: + - '!' + - '"' + - '#' + - $ + - '%' + - '&' + - '''' + - ( + - ) + - '*' + - + + - ',' + - '-' + - . + - / + - '0' + - '1' + - '2' + - '3' + - '4' + - '5' + - '6' + - '7' + - '8' + - '9' + - ':' + - ; + - < + - '=' + - '>' + - '?' + - A + - B + - C + - D + - E + - F + - G + - H + - I + - J + - K + - L + - M + - N + - O + - P + - Q + - R + - S + - T + - U + - V + - W + - X + - Y + - Z + - '[' + - ']' + - _ + - '`' + - a + - b + - c + - d + - e + - f + - g + - h + - i + - j + - k + - l + - m + - n + - o + - p + - q + - r + - s + - t + - u + - v + - w + - x + - y + - z + - © + - ‥ + - '{' + - '}' + - \ + - '|' + - '@' + - ^ + - '~' + - ÷ + - ∕ + - ∙ + - ⋅ + - · + - ± + - ∓ + - ∩ + - ∪ + - □ + - ← + - ↔ + - ⇒ + - ⇐ + - ⇔ + - ∀ + - ∃ + - ∄ + - ∴ + - ∵ + - ∝ + - ∞ + - ⊥ + - ∟ + - ∠ + - ∡ + - ∢ + - ′ + - ″ + - ∥ + - ⊾ + - ⊿ + - ∂ + - ∫ + - ∬ + - ∭ + - ∮ + - ∯ + - ∰ + - ∑ + - ∏ + - √ + - ∛ + - ∜ + - ∱ + - ∲ + - ∳ + - ∶ + - ∷ + - ∼ + - ® + - ℉ + - Ω + - ℧ + - Å + - ⌀ + - ℏ + - ⅀ + - ⍺ + - ⍵ + - ¢ + - € + - £ + - ¥ + - ₿ + - Ⅰ + - Ⅱ + - Ⅲ + - Ⅳ + - Ⅴ + - Ⅵ + - Ⅶ + - Ⅷ + - Ⅸ + - Ⅹ + - Ⅺ + - Ⅻ + - ⅰ + - ⅱ + - ⅲ + - ⅳ + - ⅴ + - ⅵ + - ⅶ + - ⅷ + - ⅸ + - ⅹ + - ⅺ + - ⅻ + - ➀ + - ➁ + - ➂ + - ➃ + - ➄ + - ➅ + - ➆ + - ➇ + - ➈ + - ➉ + - ➊ + - ➋ + - ➌ + - ➍ + - ➎ + - ➏ + - ➐ + - ➑ + - ➒ + - ➓ + - ❶ + - ❷ + - ❸ + - ❹ + - ❺ + - ❻ + - ❼ + - ❽ + - ❾ + - ❿ + - ① + - ② + - ③ + - ④ + - ⑤ + - ⑥ + - ⑦ + - ⑧ + - ⑨ + - ⑩ + - ● + - ▶ + - 𝑢 + - ︽ + - – + - ﹥ + - 𝜓 + - • + - ∋ + - ƒ + - ० + - ⬆ + - Ạ + - ◀ + -  + - ▫ + - ︾ + - À + - Á + -  + 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