diff --git a/README.md b/README.md
index 07cdeb9..ca55111 100755
--- a/README.md
+++ b/README.md
@@ -167,52 +167,17 @@ python ./backend/main.py
 ```
 
 ## 常见问题
-1. 提取速度慢怎么办
-
-修改backend/config.py中的参数，可以大幅度提高去除速度
-```python
-MODE = InpaintMode.STTN  # 设置为STTN算法
-STTN_SKIP_DETECTION = True # 跳过字幕检测
-```
-
-2. 视频去除效果不好怎么办
-
-修改backend/config.py中的参数，尝试不同的去除算法，算法介绍
-
-> - InpaintMode.STTN 算法：对于真人视频效果较好，速度快，可以跳过字幕检测
-> - InpaintMode.LAMA 算法：对于图片效果最好，对动画类视频效果好，速度一般，不可以跳过字幕检测
-> - InpaintMode.PROPAINTER 算法： 需要消耗大量显存，速度较慢，对运动非常剧烈的视频效果较好
-
-
-- 使用STTN算法
-
-```python
-MODE = InpaintMode.STTN  # 设置为STTN算法
-# 相邻帧数, 调大会增加显存占用，效果变好
-STTN_NEIGHBOR_STRIDE = 10
-# 参考帧长度, 调大会增加显存占用，效果变好
-STTN_REFERENCE_LENGTH = 10
-# 设置STTN算法最大同时处理的帧数量，设置越大速度越慢，但效果越好
-# 要保证STTN_MAX_LOAD_NUM大于STTN_NEIGHBOR_STRIDE和STTN_REFERENCE_LENGTH
-STTN_MAX_LOAD_NUM = 30
-```
-- 使用LAMA算法
-```python
-MODE = InpaintMode.LAMA  # 设置为STTN算法
-LAMA_SUPER_FAST = False  # 保证效果
-```
-
-3. CondaHTTPError
+1. CondaHTTPError
 
 将项目中的.condarc放在用户目录下(C:/Users/<你的用户名>)，如果用户目录已经存在该文件则覆盖
 
 解决方案：https://zhuanlan.zhihu.com/p/260034241
 
-4. 7z文件解压错误
+2. 7z文件解压错误
 
 解决方案：升级7-zip解压程序到最新版本
 
-5. 4090使用cuda 11.7跑不起来
+3. 4090使用cuda 11.7跑不起来
 
 解决方案：改用cuda 11.8
 
diff --git a/README_en.md b/README_en.md
index f3024b5..f835df4 100755
--- a/README_en.md
+++ b/README_en.md
@@ -12,6 +12,7 @@ Video-subtitle-remover (VSR) is an AI-based software that removes hardcoded subt
 - Fills in the removed subtitle text area using a powerful AI algorithm model (non-adjacent pixel filling and mosaic removal).
 - Supports custom subtitle positions by only removing subtitles in the defined location (input position).
 - Supports automatic removal of all text throughout the entire video (without inputting a position).
+- Supports multi-selection of images for batch removal of watermark text.
 
 <p style="text-align:center;"><img src="https://github.com/YaoFANGUK/video-subtitle-remover/raw/main/design/demo.png" alt="demo.png"/></p>
 
@@ -166,12 +167,31 @@ python ./backend/main.py
 ```
 
 ## Common Issues
-1. CondaHTTPError
+
+1. How to deal with slow removal speed
+
+You can greatly increase the removal speed by modifying the parameters in backend/config.py:
+
+```python
+MODE = InpaintMode.STTN  # Set to STTN algorithm
+STTN_SKIP_DETECTION = True # Skip subtitle detection
+```
+
+2. What to do if the video removal results are not satisfactory
+
+Modify the values in backend/config.py and try different removal algorithms. Here is an introduction to the algorithms:
+
+> - **InpaintMode.STTN** algorithm: Good for live-action videos and fast in speed, capable of skipping subtitle detection
+> - **InpaintMode.LAMA** algorithm: Best for images and effective for animated videos, moderate speed, unable to skip subtitle detection
+> - **InpaintMode.PROPAINTER** algorithm: Consumes a significant amount of VRAM, slower in speed, works better for videos with very intense movement
+
+3. CondaHTTPError
 
 Place the .condarc file from the project in the user directory (C:/Users/<your_username>). If the file already exists in the user directory, overwrite it.
 
 Solution: https://zhuanlan.zhihu.com/p/260034241
 
-2. 7z file extraction error
+4. 7z file extraction error
 
 Solution: Upgrade the 7-zip extraction program to the latest version.
+
diff --git a/backend/config.py b/backend/config.py
index 4aa6b9a..3f12830 100644
--- a/backend/config.py
+++ b/backend/config.py
@@ -68,7 +68,7 @@ class InpaintMode(Enum):
 # ×××××××××× 通用设置 start ××××××××××
 # 【设置inpaint算法】
 # - InpaintMode.STTN 算法：对于真人视频效果较好，速度快，可以跳过字幕检测
-# - InpaintMode.LAMA 算法：对于动画类视频效果好，速度一般，不可以字幕检测
+# - InpaintMode.LAMA 算法：对于动画类视频效果好，速度一般，不可以跳过字幕检测
 # - InpaintMode.PROPAINTER 算法： 需要消耗大量显存，速度较慢，对运动非常剧烈的视频效果较好
 MODE = InpaintMode.STTN
 # 【设置像素点偏差】