Update by comments

docs/api_docs/cpp/vision_results_cn.md

@@ -1,3 +1,5 @@
+[English](./vision_results_en.md) | 简体中文
+
 # 视觉模型预测结果说明
 
 ## ClassifyResult 图像分类结果
@@ -6,7 +8,9 @@ ClassifyResult代码定义在`fastdeploy/vision/common/result.h`中，用于表
 
 ### C++ 定义
 
-`fastdeploy::vision::ClassifyResult`
+```c++
+fastdeploy::vision::ClassifyResult
+```
 
 ```c++
 struct ClassifyResult {
@@ -28,7 +32,9 @@ SegmentationResult代码定义在`fastdeploy/vision/common/result.h`中，用于
 
 ### C++ 定义
 
-`fastdeploy::vision::SegmentationResult`
+```c++
+fastdeploy::vision::SegmentationResult
+```
 
 ```c++
 struct SegmentationResult {
@@ -102,7 +108,9 @@ FaceAlignmentResult 代码定义在`fastdeploy/vision/common/result.h`中，用
 
 ### C++ 定义
 
-`fastdeploy::vision::FaceAlignmentResult`
+```c++
+fastdeploy::vision::FaceAlignmentResult
+```
 
 ```c++
 struct FaceAlignmentResult {
@@ -122,7 +130,9 @@ KeyPointDetectionResult 代码定义在`fastdeploy/vision/common/result.h`中，
 
 ### C++ 定义
 
-`fastdeploy::vision::KeyPointDetectionResult`
+```c++
+fastdeploy::vision::KeyPointDetectionResult
+```
 
 ```c++
 struct KeyPointDetectionResult {
@@ -152,7 +162,9 @@ struct KeyPointDetectionResult {
 FaceRecognitionResult 代码定义在`fastdeploy/vision/common/result.h`中，用于表明人脸识别模型对图像特征的embedding。
 ### C++ 定义
 
-`fastdeploy::vision::FaceRecognitionResult`
+```c++
+fastdeploy::vision::FaceRecognitionResult
+```
 
 ```c++
 struct FaceRecognitionResult {
@@ -174,7 +186,9 @@ MattingResult 代码定义在`fastdeploy/vision/common/result.h`中，用于表
 
 ### C++ 定义
 
-`fastdeploy::vision::MattingResult`
+```c++
+fastdeploy::vision::MattingResult
+```
 
 ```c++
 struct MattingResult {
@@ -232,7 +246,9 @@ FaceDetectionResult 代码定义在`fastdeploy/vision/common/result.h`中，用
 
 ### C++ 定义
 
-`fastdeploy::vision::FaceDetectionResult`
+```c++
+fastdeploy::vision::FaceDetectionResult
+```
 
 ```c++
 struct FaceDetectionResult {
@@ -258,7 +274,9 @@ HeadPoseResult 代码定义在`fastdeploy/vision/common/result.h`中，用于表
 
 ### C++ 定义
 
-`fastdeploy::vision::HeadPoseResult`
+```c++
+fastdeploy::vision::HeadPoseResult
+```
 
 ```c++
 struct HeadPoseResult {

docs/api_docs/cpp/vision_results_en.md

@@ -1,6 +1,6 @@
-# Description of Vision Results
+English | [简体中文](./vision_results_cn.md)
 
-本文档的中文版本参考[视觉模型预测结果说明](./vision_results_cn.md)
+# Description of Vision Results
 
 ## Image Classification Result
 
@@ -8,7 +8,9 @@ The ClassifyResult code is defined in `fastdeploy/vision/common/result.h`, and i
 
 ### C++ Definition
 
-`fastdeploy::vision::ClassifyResult`
+```c++
+fastdeploy::vision::ClassifyResult
+```
 
 ```c++
 struct ClassifyResult {
@@ -31,7 +33,9 @@ The SegmentationResult code is defined in `fastdeploy/vision/common/result.h`, i
 
 ### C++ Definition
 
-``fastdeploy::vision::SegmentationResult``
+```c++
+fastdeploy::vision::SegmentationResult
+```
 
 ```c++
 struct SegmentationResult {
@@ -104,7 +108,9 @@ The FaceDetectionResult code is defined in `fastdeploy/vision/common/result.h`,
 
 ### C++ Definition
 
-``fastdeploy::vision::FaceDetectionResult``
+```c++
+fastdeploy::vision::FaceDetectionResult
+```
 
 ```c++
 struct FaceDetectionResult {
@@ -131,7 +137,9 @@ The KeyPointDetectionResult code is defined in `fastdeploy/vision/common/result.
 
 ### C++ Definition
 
-``fastdeploy::vision::KeyPointDetectionResult``
+```c++
+fastdeploy::vision::KeyPointDetectionResult
+```
 
 ```c++
 struct KeyPointDetectionResult {
@@ -161,7 +169,9 @@ struct KeyPointDetectionResult {
 The FaceRecognitionResult code is defined in `fastdeploy/vision/common/result.h`, and is used to indicate the image features embedding in the face recognition model.
 ### C++ Definition
 
-`fastdeploy::vision::FaceRecognitionResult`
+```c++
+fastdeploy::vision::FaceRecognitionResult
+```
 
 ```c++
 struct FaceRecognitionResult {
@@ -180,8 +190,9 @@ struct FaceRecognitionResult {
 The MattingResult code is defined in `fastdeploy/vision/common/result.h`, and is used to indicate the predicted value of alpha transparency predicted and the predicted foreground, etc.
 
 ### C++ Definition
-
-``fastdeploy::vision::MattingResult`''
+```c++
+fastdeploy::vision::MattingResult
+```
 
 ```c++
 struct MattingResult {
@@ -239,8 +250,9 @@ struct OCRResult {
 The FaceAlignmentResult code is defined in `fastdeploy/vision/common/result.h`, and is used to indicate face landmarks.
 
 ### C++ Definition
-
-`fastdeploy::vision::FaceAlignmentResult`
+```c++
+fastdeploy::vision::FaceAlignmentResult
+```
 
 ```c++
 struct FaceAlignmentResult {
@@ -261,7 +273,9 @@ The HeadPoseResult code is defined in `fastdeploy/vision/common/result.h`, and i
 
 ### C++ Definition
 
-``fastdeploy::vision::HeadPoseResult`''
+```c++
+fastdeploy::vision::HeadPoseResult
+```
 
 ```c++
 struct HeadPoseResult {

docs/cn/build_and_install/huawei_ascend.md

@@ -126,7 +126,7 @@ python setup.py bdist_wheel
 ## 五.昇腾部署时开启FlyCV
 [FlyCV](https://github.com/PaddlePaddle/FlyCV) 是一款高性能计算机图像处理库, 针对ARM架构做了很多优化, 相比其他图像处理库性能更为出色.
 FastDeploy现在已经集成FlyCV, 用户可以在支持的硬件平台上使用FlyCV, 实现模型端到端推理性能的加速.
-模型端到端推理中, 预处理和后处理阶段为CPU计算, 当用户使用ARM CPU + 昇腾的硬件平台时, 我们推荐用户使用FlyCV, 可以实现端到端的推理性能加速, 详见[FLyCV使用文档](../faq/boost_cv_by_flycv.md).
+模型端到端推理中, 预处理和后处理阶段为CPU计算, 当用户使用ARM CPU + 昇腾的硬件平台时, 我们推荐用户使用FlyCV, 可以实现端到端的推理性能加速, 详见[FlyCV使用文档](../faq/boost_cv_by_flycv.md).
 
 
 ## 六.昇腾部署Demo参考

docs/cn/faq/vision_result_related_problems.md

@@ -4,7 +4,7 @@
 ## 将视觉模型预测结果转换为numpy格式
 
 这里以[SegmentationResult](./segmentation_result_CN.md)为例，展示如何抽取SegmentationResult中的label_map或者score_map来转为numpy格式，同时也可以利用已有数据new SegmentationResult结构体
-```
+``` python
 import fastdeploy as fd
 import cv2
 import numpy as np