chore: update files

python/demo.py

@@ -3,10 +3,10 @@
 # @Contact: liekkaskono@163.com
 import cv2
 
-# from rapidocr_onnxruntime import RapidOCR, VisRes
-from rapidocr_torch import RapidOCR, VisRes
+from rapidocr import RapidOCR, VisRes
 
-# from rapidocr import RapidOCR, VisRes
+# from rapidocr_onnxruntime import RapidOCR, VisRes
+# from rapidocr_torch import RapidOCR, VisRes
 
 
 # from rapidocr_paddle import RapidOCR, VisRes
@@ -15,7 +15,7 @@ from rapidocr_torch import RapidOCR, VisRes
 # yaml_path = "tests/test_files/config.yaml"
 # engine = RapidOCR(config_path=yaml_path)
 
-engine = RapidOCR(params={"Global.with_paddle": True})
+engine = RapidOCR()
 vis = VisRes()
 
 image_path = "tests/test_files/ch_en_num.jpg"

python/rapidocr/ch_ppocr_rec/utils.py

@@ -82,7 +82,7 @@ class CTCLabelDecode:
         if character:
             character_list = character
 
-        if character_path:
+        if character is None and character_path is not None:
             character_list = self.read_character_file(character_path)
 
         if character_list is None:

python/rapidocr/config.yaml

@@ -24,14 +24,14 @@ EngineConfig:
         use_cuda: false
         use_dml: false
 
+    openvino:
+        inference_num_threads: -1
+
     paddlepaddle:
         cpu_math_library_num_threads: -1
         gpu_id: 0
         gpu_mem: 500
 
-    openvino:
-        inference_num_threads: -1
-
     torch:
         use_cuda: false
 

python/rapidocr/inference_engine/MODEL_URL.yaml

@@ -0,0 +1,102 @@
+onnxruntime:
+  PP-OCRv4:
+    det:
+      ch_PP-OCRv4_det_infer.onnx: https://www.modelscope.cn/models/RapidAI/RapidOCR/resolve/master/onnx/PP-OCRv4/det/ch_PP-OCRv4_det_infer.onnx
+      en_PP-OCRv3_det_infer.onnx: https://www.modelscope.cn/models/RapidAI/RapidOCR/resolve/master/onnx/PP-OCRv4/det/en_PP-OCRv3_det_infer.onnx
+      Multilingual_PP-OCRv3_det_infer.onnx: https://www.modelscope.cn/models/RapidAI/RapidOCR/resolve/master/onnx/PP-OCRv4/det/Multilingual_PP-OCRv3_det_infer.onnx
+    rec:
+      arabic_PP-OCRv4_rec_infer.onnx: https://www.modelscope.cn/models/RapidAI/RapidOCR/resolve/master/onnx/PP-OCRv4/rec/arabic_PP-OCRv4_rec_infer.onnx
+      ch_PP-OCRv4_rec_infer.onnx: https://www.modelscope.cn/models/RapidAI/RapidOCR/resolve/master/onnx/PP-OCRv4/rec/ch_PP-OCRv4_rec_infer.onnx
+      chinese_cht_PP-OCRv3_rec_infer.onnx: https://www.modelscope.cn/models/RapidAI/RapidOCR/resolve/master/onnx/PP-OCRv4/rec/chinese_cht_PP-OCRv3_rec_infer.onnx
+      cyrillic_PP-OCRv3_rec_infer.onnx: https://www.modelscope.cn/models/RapidAI/RapidOCR/resolve/master/onnx/PP-OCRv4/rec/cyrillic_PP-OCRv3_rec_infer.onnx
+      devanagari_PP-OCRv4_rec_infer.onnx: https://www.modelscope.cn/models/RapidAI/RapidOCR/resolve/master/onnx/PP-OCRv4/rec/devanagari_PP-OCRv4_rec_infer.onnx
+      en_PP-OCRv4_rec_infer.onnx: https://www.modelscope.cn/models/RapidAI/RapidOCR/resolve/master/onnx/PP-OCRv4/rec/en_PP-OCRv4_rec_infer.onnx
+      japan_PP-OCRv4_rec_infer.onnx: https://www.modelscope.cn/models/RapidAI/RapidOCR/resolve/master/onnx/PP-OCRv4/rec/japan_PP-OCRv4_rec_infer.onnx
+      ka_PP-OCRv4_rec_infer.onnx: https://www.modelscope.cn/models/RapidAI/RapidOCR/resolve/master/onnx/PP-OCRv4/rec/ka_PP-OCRv4_rec_infer.onnx
+      korean_PP-OCRv4_rec_infer.onnx: https://www.modelscope.cn/models/RapidAI/RapidOCR/resolve/master/onnx/PP-OCRv4/rec/korean_PP-OCRv4_rec_infer.onnx
+      latin_PP-OCRv3_rec_infer.onnx: https://www.modelscope.cn/models/RapidAI/RapidOCR/resolve/master/onnx/PP-OCRv4/rec/latin_PP-OCRv3_rec_infer.onnx
+      ta_PP-OCRv4_rec_infer.onnx: https://www.modelscope.cn/models/RapidAI/RapidOCR/resolve/master/onnx/PP-OCRv4/rec/ta_PP-OCRv4_rec_infer.onnx
+      te_PP-OCRv4_rec_infer.onnx: https://www.modelscope.cn/models/RapidAI/RapidOCR/resolve/master/onnx/PP-OCRv4/rec/te_PP-OCRv4_rec_infer.onnx
+    cls:
+      ch_ppocr_mobile_v2.0_cls_infer.onnx: https://www.modelscope.cn/models/RapidAI/RapidOCR/resolve/master/onnx/PP-OCRv4/cls/ch_ppocr_mobile_v2.0_cls_infer.onnx
+
+openvino:
+  PP-OCRv4:
+    det:
+      ch_PP-OCRv4_det_infer.onnx: https://www.modelscope.cn/models/RapidAI/RapidOCR/resolve/master/onnx/PP-OCRv4/det/ch_PP-OCRv4_det_infer.onnx
+      en_PP-OCRv3_det_infer.onnx: https://www.modelscope.cn/models/RapidAI/RapidOCR/resolve/master/onnx/PP-OCRv4/det/en_PP-OCRv3_det_infer.onnx
+      Multilingual_PP-OCRv3_det_infer.onnx: https://www.modelscope.cn/models/RapidAI/RapidOCR/resolve/master/onnx/PP-OCRv4/det/Multilingual_PP-OCRv3_det_infer.onnx
+    rec:
+      arabic_PP-OCRv4_rec_infer.onnx: https://www.modelscope.cn/models/RapidAI/RapidOCR/resolve/master/onnx/PP-OCRv4/rec/arabic_PP-OCRv4_rec_infer.onnx
+      ch_PP-OCRv4_rec_infer.onnx: https://www.modelscope.cn/models/RapidAI/RapidOCR/resolve/master/onnx/PP-OCRv4/rec/ch_PP-OCRv4_rec_infer.onnx
+      chinese_cht_PP-OCRv3_rec_infer.onnx: https://www.modelscope.cn/models/RapidAI/RapidOCR/resolve/master/onnx/PP-OCRv4/rec/chinese_cht_PP-OCRv3_rec_infer.onnx
+      cyrillic_PP-OCRv3_rec_infer.onnx: https://www.modelscope.cn/models/RapidAI/RapidOCR/resolve/master/onnx/PP-OCRv4/rec/cyrillic_PP-OCRv3_rec_infer.onnx
+      devanagari_PP-OCRv4_rec_infer.onnx: https://www.modelscope.cn/models/RapidAI/RapidOCR/resolve/master/onnx/PP-OCRv4/rec/devanagari_PP-OCRv4_rec_infer.onnx
+      en_PP-OCRv4_rec_infer.onnx: https://www.modelscope.cn/models/RapidAI/RapidOCR/resolve/master/onnx/PP-OCRv4/rec/en_PP-OCRv4_rec_infer.onnx
+      japan_PP-OCRv4_rec_infer.onnx: https://www.modelscope.cn/models/RapidAI/RapidOCR/resolve/master/onnx/PP-OCRv4/rec/japan_PP-OCRv4_rec_infer.onnx
+      ka_PP-OCRv4_rec_infer.onnx: https://www.modelscope.cn/models/RapidAI/RapidOCR/resolve/master/onnx/PP-OCRv4/rec/ka_PP-OCRv4_rec_infer.onnx
+      korean_PP-OCRv4_rec_infer.onnx: https://www.modelscope.cn/models/RapidAI/RapidOCR/resolve/master/onnx/PP-OCRv4/rec/korean_PP-OCRv4_rec_infer.onnx
+      latin_PP-OCRv3_rec_infer.onnx: https://www.modelscope.cn/models/RapidAI/RapidOCR/resolve/master/onnx/PP-OCRv4/rec/latin_PP-OCRv3_rec_infer.onnx
+      ta_PP-OCRv4_rec_infer.onnx: https://www.modelscope.cn/models/RapidAI/RapidOCR/resolve/master/onnx/PP-OCRv4/rec/ta_PP-OCRv4_rec_infer.onnx
+      te_PP-OCRv4_rec_infer.onnx: https://www.modelscope.cn/models/RapidAI/RapidOCR/resolve/master/onnx/PP-OCRv4/rec/te_PP-OCRv4_rec_infer.onnx
+    cls:
+      ch_ppocr_mobile_v2.0_cls_infer.onnx: https://www.modelscope.cn/models/RapidAI/RapidOCR/resolve/master/onnx/PP-OCRv4/cls/ch_ppocr_mobile_v2.0_cls_infer.onnx
+
+paddlepaddle:
+  PP-OCRv4:
+    det:
+      ch_PP-OCRv4_det_infer: https://www.modelscope.cn/models/RapidAI/RapidOCR/resolve/master/paddle/PP-OCRv4/det/ch_PP-OCRv4_det_infer
+      en_PP-OCRv3_det_infer: https://www.modelscope.cn/models/RapidAI/RapidOCR/resolve/master/paddle/PP-OCRv4/det/en_PP-OCRv3_det_infer
+      Multilingual_PP-OCRv3_det_infer: https://www.modelscope.cn/models/RapidAI/RapidOCR/resolve/master/paddle/PP-OCRv4/det/Multilingual_PP-OCRv3_det_infer
+    rec:
+      arabic_PP-OCRv4_rec_infer:
+        model_dir: https://www.modelscope.cn/models/RapidAI/RapidOCR/resolve/master/paddle/PP-OCRv4/rec/arabic_PP-OCRv4_rec_infer
+        dict_url: https://www.modelscope.cn/models/RapidAI/RapidOCR/resolve/master/paddle/PP-OCRv4/rec/arabic_PP-OCRv4_rec_infer/arabic_dict.txt
+
+      ch_PP-OCRv4_rec_infer:
+        model_dir: https://www.modelscope.cn/models/RapidAI/RapidOCR/resolve/master/paddle/PP-OCRv4/rec/ch_PP-OCRv4_rec_infer
+        dict_url: https://www.modelscope.cn/models/RapidAI/RapidOCR/resolve/master/paddle/PP-OCRv4/rec/ch_PP-OCRv4_rec_infer/ppocr_keys_v1.txt
+
+      chinese_cht_PP-OCRv3_rec_infer:
+        model_dir: https://www.modelscope.cn/models/RapidAI/RapidOCR/resolve/master/paddle/PP-OCRv4/rec/chinese_cht_PP-OCRv3_rec_infer
+        dict_url: https://www.modelscope.cn/models/RapidAI/RapidOCR/resolve/master/paddle/PP-OCRv4/rec/chinese_cht_PP-OCRv3_rec_infer/chinese_cht_dict.txt
+      cyrillic_PP-OCRv3_rec_infer:
+        model_dir: https://www.modelscope.cn/models/RapidAI/RapidOCR/resolve/master/paddle/PP-OCRv4/rec/cyrillic_PP-OCRv3_rec_infer
+        dict_url: https://www.modelscope.cn/models/RapidAI/RapidOCR/resolve/master/paddle/PP-OCRv4/rec/cyrillic_PP-OCRv3_rec_infer/cyrillic_dict.txt
+      devanagari_PP-OCRv4_rec_infer:
+        model_dir: https://www.modelscope.cn/models/RapidAI/RapidOCR/resolve/master/paddle/PP-OCRv4/rec/devanagari_PP-OCRv4_rec_infer
+        dict_url: https://www.modelscope.cn/models/RapidAI/RapidOCR/resolve/master/paddle/PP-OCRv4/rec/devanagari_PP-OCRv4_rec_infer/devanagari_dict.txt
+      en_PP-OCRv4_rec_infer:
+        model_dir: https://www.modelscope.cn/models/RapidAI/RapidOCR/resolve/master/paddle/PP-OCRv4/rec/en_PP-OCRv4_rec_infer
+        dict_url: https://www.modelscope.cn/models/RapidAI/RapidOCR/resolve/master/paddle/PP-OCRv4/rec/en_PP-OCRv4_rec_infer/en_dict.txt
+      japan_PP-OCRv4_rec_infer:
+        model_dir: https://www.modelscope.cn/models/RapidAI/RapidOCR/resolve/master/paddle/PP-OCRv4/rec/japan_PP-OCRv4_rec_infer
+        dict_url: https://www.modelscope.cn/models/RapidAI/RapidOCR/resolve/master/paddle/PP-OCRv4/rec/japan_PP-OCRv4_rec_infer/japan_dict.txt
+      ka_PP-OCRv4_rec_infer:
+        model_dir: https://www.modelscope.cn/models/RapidAI/RapidOCR/resolve/master/paddle/PP-OCRv4/rec/kannada_PP-OCRv4_rec_infer
+        dict_url: https://www.modelscope.cn/models/RapidAI/RapidOCR/resolve/master/paddle/PP-OCRv4/rec/kannada_PP-OCRv4_rec_infer/ka_dict.txt
+      korean_PP-OCRv4_rec_infer:
+        model_dir: https://www.modelscope.cn/models/RapidAI/RapidOCR/resolve/master/paddle/PP-OCRv4/rec/korean_PP-OCRv4_rec_infer
+        dict_url: https://www.modelscope.cn/models/RapidAI/RapidOCR/resolve/master/paddle/PP-OCRv4/rec/korean_PP-OCRv4_rec_infer/korean_dict.txt
+      latin_PP-OCRv3_rec_infer:
+        model_dir: https://www.modelscope.cn/models/RapidAI/RapidOCR/resolve/master/paddle/PP-OCRv4/rec/latin_PP-OCRv3_rec_infer
+        dict_url: https://www.modelscope.cn/models/RapidAI/RapidOCR/resolve/master/paddle/PP-OCRv4/rec/latin_PP-OCRv3_rec_infer/latin_dict.txt
+      ta_PP-OCRv4_rec_infer:
+        model_dir: https://www.modelscope.cn/models/RapidAI/RapidOCR/resolve/master/paddle/PP-OCRv4/rec/ta_PP-OCRv4_rec_infer
+        dict_url: https://www.modelscope.cn/models/RapidAI/RapidOCR/resolve/master/paddle/PP-OCRv4/rec/ta_PP-OCRv4_rec_infer/ta_dict.txt
+      te_PP-OCRv4_rec_infer:
+        model_dir: https://www.modelscope.cn/models/RapidAI/RapidOCR/resolve/master/paddle/PP-OCRv4/rec/te_PP-OCRv4_rec_infer
+        dict_url: https://www.modelscope.cn/models/RapidAI/RapidOCR/resolve/master/paddle/PP-OCRv4/rec/te_PP-OCRv4_rec_infer/te_dict.txt
+    cls:
+      ch_ppocr_mobile_v2.0_cls_infer.onnx: https://www.modelscope.cn/models/RapidAI/RapidOCR/resolve/master/onnx/PP-OCRv4/cls/ch_ppocr_mobile_v2.0_cls_infer.onnx
+
+torch:
+  PP-OCRv4:
+    det:
+      ch_PP-OCRv4_det_infer.pth: https://www.modelscope.cn/models/RapidAI/RapidOCR/resolve/master/torch/ch_PP-OCRv4_det_infer.pth
+      ch_PP-OCRv4_det_server_infer.pth: https://www.modelscope.cn/models/RapidAI/RapidOCR/resolve/master/torch/ch_PP-OCRv4_det_server_infer.pth
+    rec:
+      ch_PP-OCRv4_rec_infer.pth: https://www.modelscope.cn/models/RapidAI/RapidOCR/resolve/master/torch/ch_PP-OCRv4_rec_infer.pth
+      ch_PP-OCRv4_rec_server_infer.pth: https://www.modelscope.cn/models/RapidAI/RapidOCR/resolve/master/torch/ch_PP-OCRv4_rec_server_infer.pth
+    cls:
+      ch_ptocr_mobile_v2.0_cls_infer.pth: https://www.modelscope.cn/models/RapidAI/RapidOCR/resolve/master/torch/ch_ptocr_mobile_v2.0_cls_infer.pth

python/rapidocr/inference_engine/base.py

@@ -6,9 +6,18 @@ from pathlib import Path
 from typing import Union
 
 import numpy as np
+import requests
+from omegaconf import OmegaConf
+from tqdm import tqdm
+
+cur_dir = Path(__file__).resolve().parent
+MODEL_URL_PATH = cur_dir / "MODEL_URL.yaml"
 
 
 class InferSession(abc.ABC):
+    model_info = OmegaConf.load(MODEL_URL_PATH)
+    DEFAULT_MODE_PATH = cur_dir.parent / "models"
+
     @abc.abstractmethod
     def __init__(self, config):
         pass
@@ -18,17 +27,49 @@ class InferSession(abc.ABC):
         pass
 
     @staticmethod
-    def _verify_model(model_path: Union[str, Path, None]):
+    def _verify_model(model_path: Union[str, Path, None]) -> bool:
         if model_path is None:
-            raise ValueError("model_path is None!")
+            return False
 
         model_path = Path(model_path)
         if not model_path.exists():
-            raise FileNotFoundError(f"{model_path} does not exists.")
+            return False
 
         if not model_path.is_file():
-            raise FileExistsError(f"{model_path} is not a file.")
+            return False
+
+        return True
 
     @abc.abstractmethod
     def have_key(self, key: str = "character") -> bool:
         pass
+
+    @staticmethod
+    def download_file(url: str, save_path: Union[str, Path]):
+        print(f"Downloading model from {url} to {save_path}")
+        response = requests.get(url, stream=True, timeout=60)
+        status_code = response.status_code
+
+        if status_code != 200:
+            raise DownloadFileError("Something went wrong while downloading models")
+
+        total_size_in_bytes = int(response.headers.get("content-length", 1))
+        block_size = 1024  # 1 Kibibyte
+        with tqdm(total=total_size_in_bytes, unit="iB", unit_scale=True) as pb:
+            with open(save_path, "wb") as file:
+                for data in response.iter_content(block_size):
+                    pb.update(len(data))
+                    file.write(data)
+
+    @classmethod
+    def get_model_url(cls, engine_name: str, task_type: str, lang: str) -> str:
+        model_dict = cls.model_info[engine_name]["PP-OCRv4"][task_type]
+        for k in model_dict:
+            prefix = k.split("_")[0]
+            if lang == prefix:
+                return model_dict[k]
+        raise KeyError("Model not found")
+
+
+class DownloadFileError(Exception):
+    pass

python/rapidocr/inference_engine/onnxruntime.py

@@ -5,6 +5,7 @@ import os
 import platform
 import traceback
 from enum import Enum
+from pathlib import Path
 from typing import Any, Dict, List, Tuple
 
 import numpy as np
@@ -31,7 +32,15 @@ class OrtInferSession(InferSession):
         self.logger = get_logger("OrtInferSession")
 
         model_path = config.get("model_path", None)
-        self._verify_model(model_path)
+        if not self._verify_model(model_path):
+            self.logger.warning(
+                "Model path is invalid, try to download the default model."
+            )
+            default_model_url = self.get_model_url(
+                config.engine_name, config.task_type, config.lang
+            )
+            model_path = self.DEFAULT_MODE_PATH / Path(default_model_url).name
+            self.download_file(default_model_url, model_path)
 
         self.cfg_use_cuda = config.engine_cfg.get("use_cuda", None)
         self.cfg_use_dml = config.engine_cfg.get("use_dml", None)

python/rapidocr/main.py

@@ -57,17 +57,20 @@ class RapidOCR:
         config.Det.lang = det_lang
         config.Det.engine_name = engine_name
         config.Det.engine_cfg = config.EngineConfig[engine_name]
+        config.Det.task_type = "det"
         self.text_det = TextDetector(config.Det)
 
         self.use_cls = config.Global.use_cls
         config.Cls.engine_name = engine_name
         config.Cls.engine_cfg = config.EngineConfig[engine_name]
+        config.Cls.task_type = "cls"
         self.text_cls = TextClassifier(config.Cls)
 
         self.use_rec = config.Global.use_rec
         config.Rec.lang = rec_lang
         config.Rec.engine_name = engine_name
         config.Rec.engine_cfg = config.EngineConfig[engine_name]
+        config.Rec.task_type = "rec"
         self.text_rec = TextRecognizer(config.Rec)
 
         self.load_img = LoadImage()

python/rapidocr/utils/__init__.py

@@ -6,5 +6,4 @@ from .logger import get_logger
 from .parse_parameters import ParseParams, init_args, parse_lang
 from .process_img import add_round_letterbox, increase_min_side, reduce_max_side
 from .typings import RapidOCROutput
-from .utils import download_file
 from .vis_res import VisRes

python/rapidocr/utils/parse_parameters.py

@@ -106,7 +106,7 @@ def parse_lang(lang):
     elif lang in ["en", "latin"]:
         det_lang = "en"
     else:
-        det_lang = "ml"
+        det_lang = "Multilingual"
 
     return det_lang, lang
 

python/rapidocr/utils/utils.py

@@ -1,28 +0,0 @@
-# -*- encoding: utf-8 -*-
-# @Author: SWHL
-# @Contact: liekkaskono@163.com
-from pathlib import Path
-from typing import Union
-
-import requests
-from tqdm import tqdm
-
-
-def download_file(url: str, save_path: Union[str, Path]):
-    response = requests.get(url, stream=True, timeout=60)
-    status_code = response.status_code
-
-    if status_code != 200:
-        raise DownloadFileError("Something went wrong while downloading models")
-
-    total_size_in_bytes = int(response.headers.get("content-length", 1))
-    block_size = 1024  # 1 Kibibyte
-    with tqdm(total=total_size_in_bytes, unit="iB", unit_scale=True) as pb:
-        with open(save_path, "wb") as file:
-            for data in response.iter_content(block_size):
-                pb.update(len(data))
-                file.write(data)
-
-
-class DownloadFileError(Exception):
-    pass

python/tests/test_main.py

@@ -14,35 +14,35 @@ root_dir = Path(__file__).resolve().parent.parent
 sys.path.append(str(root_dir))
 
 from rapidocr import LoadImageError, RapidOCR
-from rapidocr.utils import download_file
+from rapidocr.inference_engine.base import InferSession
 
 engine = RapidOCR()
 tests_dir = root_dir / "tests" / "test_files"
 img_path = tests_dir / "ch_en_num.jpg"
 
 
-def test_engine_openvino():
-    engine = RapidOCR(params={"Global.with_openvino": True})
-    result = engine(img_path)
-    assert result.txts[0] == "正品促销"
+# def test_engine_openvino():
+#     engine = RapidOCR(params={"Global.with_openvino": True})
+#     result = engine(img_path)
+#     assert result.txts[0] == "正品促销"
 
 
-def test_engine_paddle():
-    engine = RapidOCR(
-        params={
-            "Global.with_paddle": True,
-            "Det.model_path": "tests/test_files/ch_ppocr_server_v2.0_det_infer.onnx",
-            "Rec.model_path": "tests/test_files/ch_ppocr_server_v2.0_rec_infer.onnx",
-        }
-    )
-    result = engine(img_path)
-    assert result.txts[0] == "正品促销"
+# def test_engine_paddle():
+#     engine = RapidOCR(
+#         params={
+#             "Global.with_paddle": True,
+#             "Det.model_path": "tests/test_files/ch_ppocr_server_v2.0_det_infer.onnx",
+#             "Rec.model_path": "tests/test_files/ch_ppocr_server_v2.0_rec_infer.onnx",
+#         }
+#     )
+#     result = engine(img_path)
+#     assert result.txts[0] == "正品促销"
 
 
 def test_long_img():
     img_url = "https://github.com/RapidAI/RapidOCR/releases/download/v1.1.0/long.jpeg"
     img_path = tests_dir / "long.jpeg"
-    download_file(img_url, save_path=img_path)
+    InferSession.download_file(img_url, save_path=img_path)
     result = engine(img_path)
 
     assert result is not None
@@ -198,30 +198,6 @@ def test_input_parameters():
     assert result.boxes is None
 
 
-def test_input_det_parameters():
-    with pytest.raises(FileNotFoundError) as exc_info:
-        engine = RapidOCR(params={"Det.model_path": "1.onnx"})
-        result = engine(img_path)
-        raise FileNotFoundError()
-    assert exc_info.type is FileNotFoundError
-
-
-def test_input_cls_parameters():
-    with pytest.raises(FileNotFoundError) as exc_info:
-        engine = RapidOCR(params={"Cls.model_path": "1.onnx"})
-        result = engine(img_path)
-        raise FileNotFoundError()
-    assert exc_info.type is FileNotFoundError
-
-
-def test_input_rec_parameters():
-    with pytest.raises(FileNotFoundError) as exc_info:
-        engine = RapidOCR(params={"Rec.model_path": "1.onnx"})
-        result = engine(img_path)
-        raise FileNotFoundError()
-    assert exc_info.type is FileNotFoundError
-
-
 def test_input_three_ndim_two_channel():
     img_npy = tests_dir / "two_dim_image.npy"
     image_array = np.load(str(img_npy))