Fix typos (#14941)

benchmark/PaddleOCR_DBNet/data_loader/modules/augment.py

@@ -33,7 +33,7 @@ class RandomScale:
     def __init__(self, scales, random_rate):
         """
         :param scales: 尺度
-        :param ramdon_rate: 随机系数
+        :param random_rate: 随机系数
         :return:
         """
         self.random_rate = random_rate
@@ -64,7 +64,7 @@ class RandomRotateImgBox:
     def __init__(self, degrees, random_rate, same_size=False):
         """
         :param degrees: 角度，可以是一个数值或者list
-        :param ramdon_rate: 随机系数
+        :param random_rate: 随机系数
         :param same_size: 是否保持和原图一样大
         :return:
         """
@@ -145,7 +145,7 @@ class RandomResize:
     def __init__(self, size, random_rate, keep_ratio=False):
         """
         :param input_size: resize尺寸,数字或者list的形式，如果为list形式，就是[w,h]
-        :param ramdon_rate: 随机系数
+        :param random_rate: 随机系数
         :param keep_ratio: 是否保持长宽比
         :return:
         """
@@ -280,7 +280,7 @@ class HorizontalFlip:
         return data
 
 
-class VerticallFlip:
+class VerticalFlip:
     def __init__(self, random_rate):
         """
 

benchmark/PaddleOCR_DBNet/models/backbone/resnet.py

@@ -60,7 +60,7 @@ class BasicBlock(nn.Layer):
                 planes, planes, kernel_size=3, padding=1, bias_attr=False
             )
         else:
-            from paddle.version.ops import DeformConv2D
+            from paddle.vision.ops import DeformConv2D
 
             deformable_groups = dcn.get("deformable_groups", 1)
             offset_channels = 18

benchmark/PaddleOCR_DBNet/tools/infer.py

@@ -35,7 +35,7 @@ from utils.util import draw_bbox, save_result
 class InferenceEngine(object):
     """InferenceEngine
 
-    Inference engina class which contains preprocess, run, postprocess
+    Inference engine class which contains preprocess, run, postprocess
     """
 
     def __init__(self, args):

benchmark/PaddleOCR_DBNet/tools/predict.py

@@ -69,7 +69,7 @@ class PaddleModel:
 
     def predict(self, img_path: str, is_output_polygon=False, short_size: int = 1024):
         """
-        对传入的图像进行预测，支持图像地址,opecv 读取图片，偏慢
+        对传入的图像进行预测，支持图像地址,opencv 读取图片，偏慢
         :param img_path: 图像地址
         :param is_numpy:
         :return:

benchmark/PaddleOCR_DBNet/utils/ocr_metric/icdar2015/detection/deteval.py

@@ -209,7 +209,7 @@ class DetectionDetEvalEvaluator(object):
             precision = 0 if len(detRects) > 0 else 1
 
         if len(detRects) > 0:
-            # Calculate recall and precision matrixs
+            # Calculate recall and precision matrixes
             outputShape = [len(gtRects), len(detRects)]
             recallMat = np.empty(outputShape)
             precisionMat = np.empty(outputShape)

benchmark/PaddleOCR_DBNet/utils/ocr_metric/icdar2015/detection/icdar2013.py

@@ -187,7 +187,7 @@ class DetectionICDAR2013Evaluator(object):
             precision = 0 if len(detRects) > 0 else 1
 
         if len(detRects) > 0:
-            # Calculate recall and precision matrixs
+            # Calculate recall and precision matrixes
             outputShape = [len(gtRects), len(detRects)]
             recallMat = np.empty(outputShape)
             precisionMat = np.empty(outputShape)

benchmark/PaddleOCR_DBNet/utils/util.py

@@ -303,7 +303,7 @@ class Config(object):
     def print_cfg(self, print_func=print):
         """
         Recursively visualize a dict and
-        indenting acrrording by the relationship of keys.
+        indenting according by the relationship of keys.
         """
         print_func("----------- Config -----------")
         print_dict(self.cfg, print_func)