diff --git a/arknights_mower/solvers/base_schedule.py b/arknights_mower/solvers/base_schedule.py
index c977aba9c..ad17de8a0 100644
--- a/arknights_mower/solvers/base_schedule.py
+++ b/arknights_mower/solvers/base_schedule.py
@@ -29,7 +29,7 @@
 from ..utils.solver import BaseSolver
 from ..utils.datetime import get_server_weekday, the_same_time
 from arknights_mower.utils.news import get_update_time
-from paddleocr import PaddleOCR
+import arknights_mower.utils.paddleocr
 import cv2
 
 from ctypes import CFUNCTYPE, c_int, c_char_p, c_void_p
@@ -41,8 +41,6 @@
 
 from arknights_mower.utils.email import task_template, maa_template, recruit_template
 
-ocr = None
-
 
 class ArrangeOrder(Enum):
     STATUS = 1
@@ -900,14 +898,6 @@ def double_read_time(self, cord, upperLimit=None, use_digit_reader=False):
         execute_time = datetime.now() + timedelta(seconds=(time_in_seconds))
         return execute_time
 
-    def initialize_paddle(self):
-        det_model_dir = os.path.join(os.getcwd(), "tmp", "paddle", "det", "ch")
-        rec_model_dir = os.path.join(os.getcwd(), "tmp", "paddle", "rec", "ch")
-        cls_model_dir = os.path.join(os.getcwd(), "tmp", "paddle", "cls")
-        global ocr
-        if ocr is None:
-            ocr = PaddleOCR(enable_mkldnn=False, use_angle_cls=False, cls=False, show_log=False, det_model_dir=det_model_dir, rec_model_dir=rec_model_dir, cls_model_dir=cls_model_dir)
-
     def read_screen(self, img, type="mood", limit=24, cord=None):
         if cord is not None:
             img = img[cord[1]:cord[3], cord[0]:cord[2]]
@@ -916,8 +906,7 @@ def read_screen(self, img, type="mood", limit=24, cord=None):
             for x in range(0, 4):
                 img = cv2.vconcat([img, img])
         try:
-            self.initialize_paddle()
-            rets = ocr.ocr(img, cls=False)
+            rets = arknights_mower.utils.paddleocr.ocr.ocr(img, cls=False)
             line_conf = []
             for idx in range(len(rets[0])):
                 res = rets[0][idx]
diff --git a/arknights_mower/utils/character_recognize.py b/arknights_mower/utils/character_recognize.py
index a4dff96b9..a7c060ca9 100644
--- a/arknights_mower/utils/character_recognize.py
+++ b/arknights_mower/utils/character_recognize.py
@@ -16,6 +16,8 @@
 from .recognize import RecognizeError
 from ..ocr import ocrhandle
 
+import arknights_mower.utils.paddleocr
+
 
 def poly_center(poly):
     return (np.average([x[0] for x in poly]), np.average([x[1] for x in poly]))
@@ -170,6 +172,11 @@ def agent(img, draw=False):
                         ret_agent.append(x[1])
                         ret_succ.append(poly)
                         continue
+                    if len(res := arknights_mower.utils.paddleocr.ocr(__img)[1]) > 0:
+                        logger.debug(f"PaddleOCR识别结果：{res[0]}")
+                        ret_agent.append(res[0][0])
+                        ret_succ.append(poly)
+                        continue
                     res = sift_recog(__img, resolution, draw)
                     if (res is not None) and res in agent_list:
                         ret_agent.append(res)
@@ -183,6 +190,11 @@ def agent(img, draw=False):
                 else:
                     if 80 <= np.min(__img):
                         continue
+                    if len(res := arknights_mower.utils.paddleocr.ocr(__img)[1]) > 0:
+                        logger.debug(f"PaddleOCR识别结果：{res[0]}")
+                        ret_agent.append(res[0][0])
+                        ret_succ.append(poly)
+                        continue
                     res = sift_recog(__img, resolution, draw)
                     if res is not None:
                         ret_agent.append(res)
diff --git a/arknights_mower/utils/paddleocr.py b/arknights_mower/utils/paddleocr.py
new file mode 100644
index 000000000..ad26d608a
--- /dev/null
+++ b/arknights_mower/utils/paddleocr.py
@@ -0,0 +1,17 @@
+import os
+from paddleocr import PaddleOCR
+
+
+det_model_dir = os.path.join(os.getcwd(), "tmp", "paddle", "det", "ch")
+rec_model_dir = os.path.join(os.getcwd(), "tmp", "paddle", "rec", "ch")
+cls_model_dir = os.path.join(os.getcwd(), "tmp", "paddle", "cls")
+
+ocr = PaddleOCR(
+    enable_mkldnn=False,
+    use_angle_cls=False,
+    cls=False,
+    show_log=False,
+    det_model_dir=det_model_dir,
+    rec_model_dir=rec_model_dir,
+    cls_model_dir=cls_model_dir,
+)