同步更新，新年快乐

.github/workflows/stale.yml

@@ -9,7 +9,7 @@ jobs:
   stale:
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/stale@v6
+      - uses: actions/stale@v7
         with:
           repo-token: ${{ secrets.GITHUB_TOKEN }}
           stale-issue-message: |

.github/workflows/translate-readme.yml

@@ -0,0 +1,26 @@
+# YOLOv5 🚀 by Ultralytics, GPL-3.0 license
+# README translation action to translate README.md to Chinese as README.zh-CN.md on any change to README.md
+
+name: Translate README
+
+on:
+  push:
+    branches:
+      - translate_readme  # replace with 'master' to enable action
+    paths:
+      - README.md
+
+jobs:
+  Translate:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v3
+      - name: Setup Node.js
+        uses: actions/setup-node@v3
+        with:
+          node-version: 16
+      # ISO Langusge Codes: https://cloud.google.com/translate/docs/languages
+      - name: Adding README - Chinese Simplified
+        uses: dephraiim/translate-readme@main
+        with:
+          LANG: zh-CN

.pre-commit-config.yaml

@@ -13,7 +13,7 @@ ci:
 
 repos:
   - repo: https://github.com/pre-commit/pre-commit-hooks
-    rev: v4.3.0
+    rev: v4.4.0
     hooks:
       # - id: end-of-file-fixer
       - id: trailing-whitespace
@@ -24,7 +24,7 @@ repos:
       - id: check-docstring-first
 
   - repo: https://github.com/asottile/pyupgrade
-    rev: v3.2.0
+    rev: v3.3.0
     hooks:
       - id: pyupgrade
         name: Upgrade code
@@ -50,15 +50,15 @@ repos:
         additional_dependencies:
           - mdformat-gfm
           - mdformat-black
-        exclude: "README.md|README_cn.md"
+        exclude: "README.md|README.zh-CN.md"
 
   - repo: https://github.com/asottile/yesqa
     rev: v1.4.0
     hooks:
       - id: yesqa
 
   - repo: https://github.com/PyCQA/flake8
-    rev: 5.0.4
+    rev: 6.0.0
     hooks:
       - id: flake8
         name: PEP8

CITATION.cff

@@ -0,0 +1,14 @@
+cff-version: 1.2.0
+preferred-citation:
+  type: software
+  message: If you use YOLOv5, please cite it as below.
+  authors:
+  - family-names: Jocher
+    given-names: Glenn
+    orcid: "https://orcid.org/0000-0001-5950-6979"
+  title: "YOLOv5 by Ultralytics"
+  version: 7.0
+  doi: 10.5281/zenodo.3908559
+  date-released: 2020-5-29
+  license: GPL-3.0
+  url: "https://github.com/ultralytics/yolov5"

README.md

@@ -1,29 +1,36 @@
 # yolov5汉化版
 
 ### 近期更新
+- [**v7.0 版本**](https://github.com/ultralytics/yolov5/releases/tag/v7.0): 新增实例分割，现在可以训练、测试、检测、导出实例分割模型，目前视觉领域的三大任务目标检测、分类、分割都可以用yolov5工程了
 - 支持飞桨PaddlePaddle的导出和推理了
 - [**v6.2 版本**](https://github.com/ultralytics/yolov5/releases/tag/v6.2): 新增yolov5分类模型, 适配苹果M1/M2芯片，引入ClearML和Deci.ai。
-- [**v6.1 版本**](https://github.com/ultralytics/yolov5/releases/tag/v6.1)：现在支持11种格式的模型导出和推理，更新了预训练权重，指标上相较v6.0好了一点。  
+- [**v6.1 版本**](https://github.com/ultralytics/yolov5/releases/tag/v6.1): 现在支持11种格式的模型导出和推理，更新了预训练权重，指标上相较v6.0好了一点。  
 现在支持导出和推理的模型有：`PyTorch(.pt)`, `TorchScript(.torchscript)`, `ONNX(.onnx)`, `OpenVINO`, `TensorRT(.engine)`, `CoreML(.mlmodel)`, `TensorFlow SavedModel`, `Tensorflow GraphDef(.pb)`, `TensorFlow Lite(.tflite)`, `TensorFlow Edge TPU(.tflite)`, `Tensorflow.js`。  
-- [**v6.0 版本**](https://github.com/ultralytics/yolov5/releases/tag/v6.0) ： 新增yolov5 nano模型，其他模型结构也有修改，模型转换/导出友好，精度基本不变，速度略有提升。
+- [**v6.0 版本**](https://github.com/ultralytics/yolov5/releases/tag/v6.0): 新增yolov5 nano模型，其他模型结构也有修改，模型转换/导出友好，精度基本不变，速度略有提升。
 ___
 
 ## 目录
-  * ### [简介](#简介-1)  
-    * #### [模型效果](#1-模型效果)
-    * #### [yolov5版本](#2-yolov5版本)
-  * ### [依赖](#依赖-1)  
-  * ### [训练](#训练-1)  
-    * #### [简单复现训练](#1-简单复现训练)
-    * #### [自定义训练](#2-自定义训练)
-    * #### [训练指令说明](#3-训练指令说明)
-  * ### [检测](#检测-1)  
-    * #### [简单检测命令](#1-简单检测命令)
-    * #### [自定义检测](#2-自定义检测)
-    * #### [训练指令说明](#3-检测指令说明)
-  * ### [测试](#测试-1) 
-    * #### [测试命令](#1-测试命令)
-    * #### [各指令说明](#2-各指令说明)
+- [yolov5汉化版](#yolov5汉化版)
+    - [近期更新](#近期更新)
+  - [目录](#目录)
+  - [简介](#简介)
+      - [1. 模型效果](#1-模型效果)
+      - [2. yolov5版本：](#2-yolov5版本)
+  - [依赖](#依赖)
+  - [训练](#训练)
+      - [1. 简单复现训练](#1-简单复现训练)
+      - [2. 自定义训练](#2-自定义训练)
+      - [3. 训练指令说明](#3-训练指令说明)
+  - [检测](#检测)
+      - [1. 简单检测命令](#1-简单检测命令)
+      - [2. 自定义检测](#2-自定义检测)
+      - [3. 检测指令说明](#3-检测指令说明)
+  - [测试](#测试)
+      - [1. 测试命令](#1-测试命令)
+      - [2. 各指令说明](#2-各指令说明)
+  - [TODO](#todo)
+  - [联系方式](#联系方式)
+  - [LICENSE](#license)
 ___
 
 ## 简介