diff --git a/doc/doc_ch/detection.md b/doc/doc_ch/detection.md
index 849755bf4efbd3c7f536c39255feffee2071cf01..fbff707555d861adf41519a15406647efbf24939 100644
--- a/doc/doc_ch/detection.md
+++ b/doc/doc_ch/detection.md
@@ -43,6 +43,18 @@ cd PaddleOCR/
 wget -P ./pretrain_models/ https://paddle-imagenet-models-name.bj.bcebos.com/MobileNetV3_large_x0_5_pretrained.tar
 # 下载ResNet50的预训练模型
 wget -P ./pretrain_models/ https://paddle-imagenet-models-name.bj.bcebos.com/ResNet50_vd_ssld_pretrained.tar
+
+# 解压预训练模型文件，以MobileNetV3为例
+tar xf ./pretrain_models/MobileNetV3_large_x0_5_pretrained.tar ./pretrain_models/
+
+# 注：正确解压backbone预训练权重文件后，文件夹下包含众多以网络层命名的权重文件，格式如下：
+./pretrain_models/MobileNetV3_large_x0_5_pretrained/
+  └─ conv_last_bn_mean
+  └─ conv_last_bn_offset
+  └─ conv_last_bn_scale
+  └─ conv_last_bn_variance
+  └─ ......
+
 ```
 
 **启动训练**
diff --git a/doc/doc_en/detection_en.md b/doc/doc_en/detection_en.md
index eb500879e7d7db845e99aa1e0a02e79447c05fdd..619f2c01c416c007e1468607924af3046bb8a52d 100644
--- a/doc/doc_en/detection_en.md
+++ b/doc/doc_en/detection_en.md
@@ -42,6 +42,18 @@ cd PaddleOCR/
 wget -P ./pretrain_models/ https://paddle-imagenet-models-name.bj.bcebos.com/MobileNetV3_large_x0_5_pretrained.tar
 # Download the pre-trained model of ResNet50
 wget -P ./pretrain_models/ https://paddle-imagenet-models-name.bj.bcebos.com/ResNet50_vd_ssld_pretrained.tar
+
+# decompressing the pre-training model file, take MobileNetV3 as an example
+tar xf ./pretrain_models/MobileNetV3_large_x0_5_pretrained.tar ./pretrain_models/
+
+# Note: After decompressing the backbone pre-training weight file correctly, the file list in the folder is as follows:
+./pretrain_models/MobileNetV3_large_x0_5_pretrained/
+  └─ conv_last_bn_mean
+  └─ conv_last_bn_offset
+  └─ conv_last_bn_scale
+  └─ conv_last_bn_variance
+  └─ ......
+
 ```
 
 **Start training**