diff --git a/.idea/misc.xml b/.idea/misc.xml
deleted file mode 100644
index 669dc1b..0000000
--- a/.idea/misc.xml
+++ /dev/null
@@ -1,8 +0,0 @@
-<?xml version="1.0" encoding="UTF-8"?>
-<project version="4">
-  <component name="CMakeWorkspace" PROJECT_DIR="$PROJECT_DIR$" />
-  <component name="XMakeProjectSettings">
-    <option name="currentArchitecture" value="x86_64" />
-    <option name="workingDirectory" value="$PROJECT_DIR$" />
-  </component>
-</project>
\ No newline at end of file
diff --git a/.idea/modules.xml b/.idea/modules.xml
deleted file mode 100644
index 4166615..0000000
--- a/.idea/modules.xml
+++ /dev/null
@@ -1,9 +0,0 @@
-<?xml version="1.0" encoding="UTF-8"?>
-<project version="4">
-  <component name="ProjectModuleManager">
-    <modules>
-      <module fileurl="file://$PROJECT_DIR$/.idea/HyperLPR.iml" filepath="$PROJECT_DIR$/.idea/HyperLPR.iml" />
-      <module fileurl="file://$PROJECT_DIR$/.idea/ZephyrLPR.iml" filepath="$PROJECT_DIR$/.idea/ZephyrLPR.iml" />
-    </modules>
-  </component>
-</project>
\ No newline at end of file
diff --git a/.idea/vcs.xml b/.idea/vcs.xml
deleted file mode 100644
index 94a25f7..0000000
--- a/.idea/vcs.xml
+++ /dev/null
@@ -1,6 +0,0 @@
-<?xml version="1.0" encoding="UTF-8"?>
-<project version="4">
-  <component name="VcsDirectoryMappings">
-    <mapping directory="$PROJECT_DIR$" vcs="Git" />
-  </component>
-</project>
\ No newline at end of file
diff --git a/.idea/workspace.xml b/.idea/workspace.xml
deleted file mode 100644
index 1dc68c6..0000000
--- a/.idea/workspace.xml
+++ /dev/null
@@ -1,144 +0,0 @@
-<?xml version="1.0" encoding="UTF-8"?>
-<project version="4">
-  <component name="CMakeRunConfigurationManager" shouldGenerate="true" shouldDeleteObsolete="true">
-    <generated>
-      <config projectName="HyperLPR3-Source" targetName="hyperlpr3" />
-    </generated>
-  </component>
-  <component name="CMakeSettings">
-    <configurations>
-      <configuration PROFILE_NAME="Debug" ENABLED="true" CONFIG_NAME="Debug" />
-    </configurations>
-  </component>
-  <component name="ChangeListManager">
-    <list default="true" id="4be586f9-7a61-4585-994f-eaa32375497d" name="Changes" comment="Changes">
-      <change beforePath="$PROJECT_DIR$/.idea/workspace.xml" beforeDir="false" afterPath="$PROJECT_DIR$/.idea/workspace.xml" afterDir="false" />
-      <change beforePath="$PROJECT_DIR$/README.md" beforeDir="false" afterPath="$PROJECT_DIR$/README.md" afterDir="false" />
-    </list>
-    <option name="SHOW_DIALOG" value="false" />
-    <option name="HIGHLIGHT_CONFLICTS" value="true" />
-    <option name="HIGHLIGHT_NON_ACTIVE_CHANGELIST" value="false" />
-    <option name="LAST_RESOLUTION" value="IGNORE" />
-  </component>
-  <component name="ClangdSettings">
-    <option name="formatViaClangd" value="false" />
-  </component>
-  <component name="ExecutionTargetManager" SELECTED_TARGET="CMakeBuildProfile:Debug" />
-  <component name="FileTemplateManagerImpl">
-    <option name="RECENT_TEMPLATES">
-      <list>
-        <option value="CMakeLists.txt" />
-        <option value="Python Script" />
-      </list>
-    </option>
-  </component>
-  <component name="Git.Settings">
-    <option name="RECENT_GIT_ROOT_PATH" value="$PROJECT_DIR$" />
-  </component>
-  <component name="GitSEFilterConfiguration">
-    <file-type-list>
-      <filtered-out-file-type name="LOCAL_BRANCH" />
-      <filtered-out-file-type name="REMOTE_BRANCH" />
-      <filtered-out-file-type name="TAG" />
-      <filtered-out-file-type name="COMMIT_BY_MESSAGE" />
-    </file-type-list>
-  </component>
-  <component name="OCResolveContextSettings">
-    <option name="configuration" value="0-Debug-CAPISample" />
-  </component>
-  <component name="ProjectId" id="2JZnjSwoRDsATe87YQzqJ7YkiGg" />
-  <component name="ProjectLevelVcsManager" settingsEditedManually="true" />
-  <component name="ProjectViewState">
-    <option name="hideEmptyMiddlePackages" value="true" />
-    <option name="showLibraryContents" value="true" />
-  </component>
-  <component name="PropertiesComponent">
-    <property name="RunOnceActivity.OpenProjectViewOnStart" value="true" />
-    <property name="RunOnceActivity.ShowReadmeOnStart" value="true" />
-    <property name="RunOnceActivity.cidr.known.project.marker" value="true" />
-    <property name="WebServerToolWindowFactoryState" value="false" />
-    <property name="cf.first.check.clang-format" value="false" />
-    <property name="cidr.known.project.marker" value="true" />
-    <property name="cmake.loaded.for.project" value="true" />
-    <property name="last_opened_file_path" value="$PROJECT_DIR$/resource/font" />
-    <property name="nodejs_package_manager_path" value="npm" />
-    <property name="settings.editor.selected.configurable" value="com.jetbrains.python.configuration.PyActiveSdkModuleConfigurable" />
-  </component>
-  <component name="RecentsManager">
-    <key name="CopyFile.RECENT_KEYS">
-      <recent name="$PROJECT_DIR$/resource/font" />
-      <recent name="$PROJECT_DIR$/images" />
-      <recent name="$PROJECT_DIR$/resource/models" />
-      <recent name="$PROJECT_DIR$/resource/models/r2_mobile" />
-      <recent name="$PROJECT_DIR$/command" />
-    </key>
-    <key name="MoveFile.RECENT_KEYS">
-      <recent name="$PROJECT_DIR$/Prj-Python" />
-      <recent name="$PROJECT_DIR$/cpp/src/nn_implementation_module/classification" />
-      <recent name="$PROJECT_DIR$/cpp/src/model_load" />
-      <recent name="$PROJECT_DIR$/resource/images" />
-      <recent name="$PROJECT_DIR$/cpp/src" />
-    </key>
-  </component>
-  <component name="RunManager">
-    <configuration default="true" type="CLionExternalRunConfiguration" factoryName="Application" REDIRECT_INPUT="false" ELEVATE="false" USE_EXTERNAL_CONSOLE="false" PASS_PARENT_ENVS_2="true">
-      <method v="2">
-        <option name="CLION.EXTERNAL.BUILD" enabled="true" />
-      </method>
-    </configuration>
-    <configuration name="hyperlpr3" type="CMakeRunConfiguration" factoryName="Application" REDIRECT_INPUT="false" ELEVATE="false" USE_EXTERNAL_CONSOLE="false" PASS_PARENT_ENVS_2="true" PROJECT_NAME="HyperLPR3-Source" TARGET_NAME="hyperlpr3" CONFIG_NAME="Debug">
-      <method v="2">
-        <option name="com.jetbrains.cidr.execution.CidrBuildBeforeRunTaskProvider$BuildBeforeRunTask" enabled="true" />
-      </method>
-    </configuration>
-    <configuration default="true" type="GradleAppRunConfiguration" factoryName="Application" REDIRECT_INPUT="false" ELEVATE="false" USE_EXTERNAL_CONSOLE="false" PASS_PARENT_ENVS_2="true">
-      <method v="2">
-        <option name="com.jetbrains.cidr.cpp.gradle.execution.GradleNativeBuildBeforeRunTaskProvider$BuildBeforeRunTask" enabled="true" />
-      </method>
-    </configuration>
-  </component>
-  <component name="SpellCheckerSettings" RuntimeDictionaries="0" Folders="0" CustomDictionaries="0" DefaultDictionary="application-level" UseSingleDictionary="true" transferred="true" />
-  <component name="TaskManager">
-    <task active="true" id="Default" summary="Default task">
-      <changelist id="4be586f9-7a61-4585-994f-eaa32375497d" name="Changes" comment="" />
-      <created>1672294609542</created>
-      <option name="number" value="Default" />
-      <option name="presentableId" value="Default" />
-      <updated>1672294609542</updated>
-      <workItem from="1672294615702" duration="31662000" />
-      <workItem from="1672907618661" duration="1860000" />
-      <workItem from="1675042522538" duration="41206000" />
-      <workItem from="1675382177821" duration="15919000" />
-      <workItem from="1675643323338" duration="62886000" />
-      <workItem from="1675927240890" duration="12610000" />
-      <workItem from="1676020392199" duration="521000" />
-      <workItem from="1676533389966" duration="46803000" />
-      <workItem from="1677026784456" duration="8941000" />
-      <workItem from="1677043986150" duration="4211000" />
-      <workItem from="1677050704713" duration="8926000" />
-      <workItem from="1677111778645" duration="5714000" />
-      <workItem from="1677139138915" duration="6553000" />
-      <workItem from="1677218101830" duration="1207000" />
-      <workItem from="1677220611638" duration="33000" />
-      <workItem from="1677457111481" duration="10241000" />
-      <workItem from="1677496149958" duration="6514000" />
-      <workItem from="1677562836387" duration="7087000" />
-    </task>
-    <servers />
-  </component>
-  <component name="TypeScriptGeneratedFilesManager">
-    <option name="version" value="3" />
-  </component>
-  <component name="Vcs.Log.Tabs.Properties">
-    <option name="TAB_STATES">
-      <map>
-        <entry key="MAIN">
-          <value>
-            <State />
-          </value>
-        </entry>
-      </map>
-    </option>
-    <option name="oldMeFiltersMigrated" value="true" />
-  </component>
-</project>
\ No newline at end of file
diff --git a/Prj-Android/app/release/hyperlpr3-demo.apk b/Prj-Android/app/release/hyperlpr3-demo.apk
index 3ca281c..514457c 100644
Binary files a/Prj-Android/app/release/hyperlpr3-demo.apk and b/Prj-Android/app/release/hyperlpr3-demo.apk differ
diff --git a/Prj-Android/app/src/main/AndroidManifest.xml b/Prj-Android/app/src/main/AndroidManifest.xml
index 0843522..46656f3 100644
--- a/Prj-Android/app/src/main/AndroidManifest.xml
+++ b/Prj-Android/app/src/main/AndroidManifest.xml
@@ -34,7 +34,7 @@
 
     <application
         android:allowBackup="true"
-        android:icon="@mipmap/ic_launcher"
+        android:icon="@mipmap/logo"
         android:label="@string/app_name"
         android:roundIcon="@mipmap/ic_launcher_round"
         android:supportsRtl="true"
diff --git a/Prj-Android/app/src/main/res/mipmap-xxhdpi/logo.png b/Prj-Android/app/src/main/res/mipmap-xxhdpi/logo.png
new file mode 100644
index 0000000..854bf32
Binary files /dev/null and b/Prj-Android/app/src/main/res/mipmap-xxhdpi/logo.png differ
diff --git a/Prj-Python/demo.py b/Prj-Python/demo.py
index ced0dbe..b96b22d 100644
--- a/Prj-Python/demo.py
+++ b/Prj-Python/demo.py
@@ -7,10 +7,11 @@ from PIL import ImageDraw
 # 导入依赖包
 import hyperlpr3 as lpr3
 
+
 def draw_plate_on_image(img, box, text, font):
     x1, y1, x2, y2 = box
     cv2.rectangle(img, (x1, y1), (x2, y2), (139, 139, 102), 2, cv2.LINE_AA)
-    cv2.rectangle(img, (x1, y1 - 18), (x2, y1), (139, 139, 102), -1)
+    cv2.rectangle(img, (x1, y1 - 20), (x2, y1), (139, 139, 102), -1)
     data = Image.fromarray(img)
     draw = ImageDraw.Draw(data)
     draw.text((x1 + 1, y1 - 18), text, (255, 255, 255), font=font)
@@ -20,12 +21,12 @@ def draw_plate_on_image(img, box, text, font):
 
 
 # 中文字体加载
-font_ch = ImageFont.truetype("../resource/font/platech.ttf", 14, 0)
+font_ch = ImageFont.truetype("../resource/font/platech.ttf", 20, 0)
 
 # 实例化识别对象
-catcher = lpr3.LicensePlateCatcher()
+catcher = lpr3.LicensePlateCatcher(detect_level=lpr3.DETECT_LEVEL_HIGH)
 # 读取图片
-image = cv2.imread("../resource/images/test_img.jpg")
+image = cv2.imread("/Users/tunm/datasets/boundingbox/[[359, 1292], [487, 1292], [487, 1324], [359, 1324]].jpg")
 
 # 执行识别算法
 results = catcher(image)
@@ -34,5 +35,6 @@ for code, confidence, type_idx, box in results:
     text = f"{code} - {confidence:.2f}"
     image = draw_plate_on_image(image, box, text, font=font_ch)
 
+# 显示检测结果
 cv2.imshow("w", image)
 cv2.waitKey(0)
\ No newline at end of file
diff --git a/README.md b/README.md
index 93d1437..1f154ae 100644
--- a/README.md
+++ b/README.md
@@ -113,7 +113,7 @@ A：此项目来源于作者早期的研究和调试代码，代码缺少一定
 
 ### C/C++编译依赖库
 
-编译C/C++工程需要使用第三方依赖库，将库下载后解压，并将其通过拷贝或软链接放入根目录(与CMakeLists.txt同级)即可，依赖的库下载地址：[百度网盘](https://pan.baidu.com/s/1hLzumPbrrnuI__CYv_ognA) code: kdae
+编译C/C++工程需要使用第三方依赖库，将库下载后解压，并将其通过拷贝或软链接放入根目录(与CMakeLists.txt同级)即可，依赖的库下载地址：[百度网盘](https://pan.baidu.com/s/138O2bSlPN0H81OYP6zc3yQ) code: 5duf
 
 ### Linux/Mac动态链接库编译
 
@@ -241,7 +241,7 @@ sh command/build_release_android_share.sh
 
 ### 识别测试APP
 
-- 体验 Android APP：[APK下载](https://github.com/szad670401/HyperLPR/blob/master/apk/hyperlpr3-demo.apk?raw=true)
+- 体验 Android APP：[扫码下载](http://fir.tunm.top/hyperlpr)
 
 #### 获取帮助
 
diff --git a/apk/hyperlpr3-demo.apk b/apk/hyperlpr3-demo.apk
deleted file mode 100644
index 3ca281c..0000000
Binary files a/apk/hyperlpr3-demo.apk and /dev/null differ