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PaddleSeg
提交 3d60b9c8 编写于 作者: C channings 提交者： Zeyu Chen
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Update Humanseg Lite demo(#130) 

* add paddlelite-seg-android.md

* add paddlelite-seg-android.md

* add paddlelite-seg-android.md

* add paddlelite-seg-android.md

* modify paddlelite-seg-android.md

* modify paddlelite-seg-android.md

* modify paddlelite-seg-android.md

* modify paddlelite-seg-android.md

* modify paddlelite-seg-android.md

* modify paddlelite-seg-android.md

* modify paddlelite-seg-android.md

* modify paddlelite-seg-android.md

* modify paddlelite-seg-android.md

* modify paddlelite-seg-android.md

* modify paddlelite-seg-android.md

* modify paddlelite-seg-android.md

* modify paddlelite-seg-android.md

* Update paddlelite-seg-android.md

* modify paddlelite-seg-android.md

* modify paddlelite-seg-android.md

* add humanseg-android-demo

* add humanseg-android-demo

* add humanseg-android-demo

* add humanseg-android-demo

* add humanseg-android-demo

* add humanseg-android-demo

* add humanseg-android-demo

* add humanseg-android-demo

* add humanseg-android-demo

* add humanseg-android-demo

* add humanseg-android-demo

* add humanseg-android-demo

* add humanseg-android-demo

* add humanseg-android-demo

* add humanseg-android-demo

* add humanseg-android-demo

* add humanseg-android-demo

* add humanseg-android-demo

* add jniLibs

* add humanseg-android-demo

* add humanseg-android-demo

* delete .idea directoy

* Fix infer log tips index error (#108)

Fix infer log tips index error

* Update solver.py

* [Lite demo]Download model and library at the same time of building

* release/v0.3.0

* modify README.md

* modify README.md

* modify README.md

* modify README.md

* modify infer.py

* modify infer.py

* modify infer.py

* [Lite demo]Download model and library at the same time of building
Co-authored-by: NZeyu Chen <chenzeyu01@baidu.com>
Co-authored-by: NXiaoqingWang <spark445@126.com>
Co-authored-by: Nwuzewu <wuzewu@baidu.com>
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# 人像分割在移动端的部署
## 1.介绍
以人像分割在安卓端的部署为例，介绍如何使用[Paddle-Lite](https://github.com/PaddlePaddle/Paddle-Lite)对分割模型进行移动端的部署。文档第二节介绍如何使用人像分割安卓端的demo，后面几章节介绍如何将PaddleSeg的Model部署到安卓设备。
## 2.安卓Demo使用
### 2.1 要求
* Android Studio 3.4；
* Android手机或开发板；
### 2.2 安装
* git clone https://github.com/PaddlePaddle/PaddleSeg.git ；
* 打开Android Studio，在"Welcome to Android Studio"窗口点击"Open an existing Android Studio project"，在弹出的路径选择窗口中进入"/PaddleSeg/lite/humanseg-android-demo/"目录，然后点击右下角的"Open"按钮即可导入工程
* 通过USB连接Android手机或开发板；
* 载入工程后，点击菜单栏的Run->Run 'App'按钮，在弹出的"Select Deployment Target"窗口选择已经连接的Android设备，然后点击"OK"按钮；
* 手机上会出现Demo的主界面，选择"Image Segmentation"图标，进入的人像分割示例程序；
* 在人像分割Demo中，默认会载入一张人像图像，并会在图像下方给出CPU的预测结果；
* 在人像分割Demo中，你还可以通过上方的"Gallery"和"Take Photo"按钮从相册或相机中加载测试图像；
### 2.3 其他
此安卓demo基于[Paddle-Lite-Demo](https://github.com/PaddlePaddle/Paddle-Lite-Demo)开发，更多的细节请参考该repo。<br>
*注意：demo中拍照时照片会自动压缩，想测试拍照原图效果，可使用手机相机拍照后从相册中打开进行预测。*
### 2.4 效果展示
<img src="example/human_1.png" width="20%" ><img src="example/human_2.png" width="20%" ><img src="example/human_3.png" width="20%" >
## 3.模型导出
此demo的人像分割模型为[下载链接](https://paddleseg.bj.bcebos.com/models/humanseg_mobilenetv2_1_0_bn_freeze_model_pr_po.zip)，是基于Deeplab_v3+mobileNet_v2的humanseg模型，关于humanseg的介绍移步[特色垂类分割模型](./contrib)，更多的分割模型导出可参考：[模型导出](https://github.com/PaddlePaddle/PaddleSeg/blob/release/v0.2.0/docs/model_export.md)
## 4.模型转换
### 4.1模型转换工具
准备好PaddleSeg导出来的模型和参数文件后，需要使用Paddle-Lite提供的model_optimize_tool对模型进行优化，并转换成Paddle-Lite支持的文件格式，这里有两种方式来实现：
* 手动编译model_optimize_tool
详细的模型转换方法参考paddlelite提供的官方文档：[模型转化方法](https://paddlepaddle.github.io/Paddle-Lite/v2.0.0/model_optimize_tool/)，从PaddleSeg里面导出来的模型使用model_optimize_tool即可导出model.nb和param.nb文件。
* 使用预编译版本的model_optimize_tool，最新的预编译文件参考[release](https://github.com/PaddlePaddle/Paddle-Lite/releases/)，此demo使用的版本为[model_optimize_tool](https://github.com/PaddlePaddle/Paddle-Lite/releases/download/v2.0.0/model_optimize_tool) ；
*注意：如果运行失败，请在[Paddle-Lite源码编译](https://paddlepaddle.github.io/Paddle-Lite/v2.0.0/source_compile/)的开发环境中使用model_optimize_tool*
### 4.2 更新模型
将优化好的model.nb和param.nb文件，替换app/src/main/assets/image_segmentation/
models/deeplab_mobilenet_for_cpu下面的文件即可。
## 5. 更新预测库
Paddle-Lite的编译目前支持Docker，Linux和Mac OS开发环境，建议使用Docker开发环境，以免存在各种依赖问题，同时也提供了预编译版本的预测库。准备Paddle-Lite在安卓端的预测库，主要包括三个文件：
* PaddlePredictor.jar；
* arm64-v8a/libpaddle_lite_jni.so；
* armeabi-v7a/libpaddle_lite_jni.so；
下面分别介绍两种方法：
* 使用预编译版本的预测库，最新的预编译文件参考：[release](https://github.com/PaddlePaddle/Paddle-Lite/releases/)，此demo使用的版本：
* arm64-v8a: [inference_lite_lib.android.armv8](https://github.com/PaddlePaddle/Paddle-Lite/releases/download/v2.0.0/inference_lite_lib.android.armv8.gcc.c++_shared.with_extra.full_publish.tar.gz) ；
* armeabi-v7a: [inference_lite_lib.android.armv7](https://github.com/PaddlePaddle/Paddle-Lite/releases/download/v2.0.0/inference_lite_lib.android.armv7.gcc.c++_shared.with_extra.full_publish.tar.gz) ；
解压上面两个文件，PaddlePredictor.jar位于任一文件夹：inference_lite_lib.android.xxx/java/jar/PaddlePredictor.jar；
解压上述inference_lite_lib.android.armv8文件，arm64-v8a/libpaddle_lite_jni.so位于：inference_lite_lib.android.armv8/java/so/libpaddle_lite_jni.so；
解压上述inference_lite_lib.android.armv7文件，armeabi-v7a/libpaddle_lite_jni.so位于：inference_lite_lib.android.armv7/java/so/libpaddle_lite_jni.so；
* 手动编译Paddle-Lite预测库
开发环境的准备和编译方法参考：[Paddle-Lite源码编译](https://paddlepaddle.github.io/Paddle-Lite/v2.0.0/source_compile/)。
准备好上述文件，即可参考[java_api](https://paddlepaddle.github.io/Paddle-Lite/v2.0.0/java_api_doc/)在安卓端进行推理。具体使用预测库的方法可参考[Paddle-Lite-Demo](https://github.com/PaddlePaddle/Paddle-Lite-Demo)中更新预测库部分的文档。
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*.iml
.gradle
/local.properties
/.idea/caches
/.idea/libraries
/.idea/modules.xml
/.idea/workspace.xml
/.idea/navEditor.xml
/.idea/assetWizardSettings.xml
.DS_Store
/build
/captures
.externalNativeBuild
deploy/lite/humanseg-android-demo/app/build.gradle 已删除 100644 → 0
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apply plugin: 'com.android.application'
android {
compileSdkVersion 28
defaultConfig {
applicationId "com.baidu.paddle.lite.demo"
minSdkVersion 15
targetSdkVersion 28
versionCode 1
versionName "1.0"
testInstrumentationRunner "android.support.test.runner.AndroidJUnitRunner"
}
buildTypes {
release {
minifyEnabled false
proguardFiles getDefaultProguardFile('proguard-android-optimize.txt'), 'proguard-rules.pro'
}
}
}
dependencies {
implementation fileTree(include: ['*.jar'], dir: 'libs')
implementation 'com.android.support:appcompat-v7:28.0.0'
implementation 'com.android.support.constraint:constraint-layout:1.1.3'
implementation 'com.android.support:design:28.0.0'
testImplementation 'junit:junit:4.12'
androidTestImplementation 'com.android.support.test:runner:1.0.2'
androidTestImplementation 'com.android.support.test.espresso:espresso-core:3.0.2'
implementation files('libs/PaddlePredictor.jar')
}
deploy/lite/humanseg-android-demo/app/gradle/wrapper/gradle-wrapper.properties 已删除 100644 → 0
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#Mon Nov 25 17:01:58 CST 2019
distributionBase=GRADLE_USER_HOME
distributionPath=wrapper/dists
zipStoreBase=GRADLE_USER_HOME
zipStorePath=wrapper/dists
distributionUrl=https\://services.gradle.org/distributions/gradle-5.4.1-all.zip
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#!/usr/bin/env sh
##############################################################################
##
## Gradle start up script for UN*X
##
##############################################################################
# Attempt to set APP_HOME
# Resolve links: $0 may be a link
PRG="$0"
# Need this for relative symlinks.
while [ -h "$PRG" ] ; do
ls=`ls -ld "$PRG"`
link=`expr "$ls" : '.*-> \(.*\)$'`
if expr "$link" : '/.*' > /dev/null; then
PRG="$link"
else
PRG=`dirname "$PRG"`"/$link"
fi
done
SAVED="`pwd`"
cd "`dirname \"$PRG\"`/" >/dev/null
APP_HOME="`pwd -P`"
cd "$SAVED" >/dev/null
APP_NAME="Gradle"
APP_BASE_NAME=`basename "$0"`
# Add default JVM options here. You can also use JAVA_OPTS and GRADLE_OPTS to pass JVM options to this script.
DEFAULT_JVM_OPTS=""
# Use the maximum available, or set MAX_FD != -1 to use that value.
MAX_FD="maximum"
warn () {
echo "$*"
}
die () {
echo
echo "$*"
echo
exit 1
}
# OS specific support (must be 'true' or 'false').
cygwin=false
msys=false
darwin=false
nonstop=false
case "`uname`" in
CYGWIN* )
cygwin=true
;;
Darwin* )
darwin=true
;;
MINGW* )
msys=true
;;
NONSTOP* )
nonstop=true
;;
esac
CLASSPATH=$APP_HOME/gradle/wrapper/gradle-wrapper.jar
# Determine the Java command to use to start the JVM.
if [ -n "$JAVA_HOME" ] ; then
if [ -x "$JAVA_HOME/jre/sh/java" ] ; then
# IBM's JDK on AIX uses strange locations for the executables
JAVACMD="$JAVA_HOME/jre/sh/java"
else
JAVACMD="$JAVA_HOME/bin/java"
fi
if [ ! -x "$JAVACMD" ] ; then
die "ERROR: JAVA_HOME is set to an invalid directory: $JAVA_HOME
Please set the JAVA_HOME variable in your environment to match the
location of your Java installation."
fi
else
JAVACMD="java"
which java >/dev/null 2>&1 || die "ERROR: JAVA_HOME is not set and no 'java' command could be found in your PATH.
Please set the JAVA_HOME variable in your environment to match the
location of your Java installation."
fi
# Increase the maximum file descriptors if we can.
if [ "$cygwin" = "false" -a "$darwin" = "false" -a "$nonstop" = "false" ] ; then
MAX_FD_LIMIT=`ulimit -H -n`
if [ $? -eq 0 ] ; then
if [ "$MAX_FD" = "maximum" -o "$MAX_FD" = "max" ] ; then
MAX_FD="$MAX_FD_LIMIT"
fi
ulimit -n $MAX_FD
if [ $? -ne 0 ] ; then
warn "Could not set maximum file descriptor limit: $MAX_FD"
fi
else
warn "Could not query maximum file descriptor limit: $MAX_FD_LIMIT"
fi
fi
# For Darwin, add options to specify how the application appears in the dock
if $darwin; then
GRADLE_OPTS="$GRADLE_OPTS \"-Xdock:name=$APP_NAME\" \"-Xdock:icon=$APP_HOME/media/gradle.icns\""
fi
# For Cygwin, switch paths to Windows format before running java
if $cygwin ; then
APP_HOME=`cygpath --path --mixed "$APP_HOME"`
CLASSPATH=`cygpath --path --mixed "$CLASSPATH"`
JAVACMD=`cygpath --unix "$JAVACMD"`
# We build the pattern for arguments to be converted via cygpath
ROOTDIRSRAW=`find -L / -maxdepth 1 -mindepth 1 -type d 2>/dev/null`
SEP=""
for dir in $ROOTDIRSRAW ; do
ROOTDIRS="$ROOTDIRS$SEP$dir"
SEP="|"
done
OURCYGPATTERN="(^($ROOTDIRS))"
# Add a user-defined pattern to the cygpath arguments
if [ "$GRADLE_CYGPATTERN" != "" ] ; then
OURCYGPATTERN="$OURCYGPATTERN|($GRADLE_CYGPATTERN)"
fi
# Now convert the arguments - kludge to limit ourselves to /bin/sh
i=0
for arg in "$@" ; do
CHECK=`echo "$arg"|egrep -c "$OURCYGPATTERN" -`
CHECK2=`echo "$arg"|egrep -c "^-"` ### Determine if an option
if [ $CHECK -ne 0 ] && [ $CHECK2 -eq 0 ] ; then ### Added a condition
eval `echo args$i`=`cygpath --path --ignore --mixed "$arg"`
else
eval `echo args$i`="\"$arg\""
fi
i=$((i+1))
done
case $i in
(0) set -- ;;
(1) set -- "$args0" ;;
(2) set -- "$args0" "$args1" ;;
(3) set -- "$args0" "$args1" "$args2" ;;
(4) set -- "$args0" "$args1" "$args2" "$args3" ;;
(5) set -- "$args0" "$args1" "$args2" "$args3" "$args4" ;;
(6) set -- "$args0" "$args1" "$args2" "$args3" "$args4" "$args5" ;;
(7) set -- "$args0" "$args1" "$args2" "$args3" "$args4" "$args5" "$args6" ;;
(8) set -- "$args0" "$args1" "$args2" "$args3" "$args4" "$args5" "$args6" "$args7" ;;
(9) set -- "$args0" "$args1" "$args2" "$args3" "$args4" "$args5" "$args6" "$args7" "$args8" ;;
esac
fi
# Escape application args
save () {
for i do printf %s\\n "$i" | sed "s/'/'\\\\''/g;1s/^/'/;\$s/\$/' \\\\/" ; done
echo " "
}
APP_ARGS=$(save "$@")
# Collect all arguments for the java command, following the shell quoting and substitution rules
eval set -- $DEFAULT_JVM_OPTS $JAVA_OPTS $GRADLE_OPTS "\"-Dorg.gradle.appname=$APP_BASE_NAME\"" -classpath "\"$CLASSPATH\"" org.gradle.wrapper.GradleWrapperMain "$APP_ARGS"
# by default we should be in the correct project dir, but when run from Finder on Mac, the cwd is wrong
if [ "$(uname)" = "Darwin" ] && [ "$HOME" = "$PWD" ]; then
cd "$(dirname "$0")"
fi
exec "$JAVACMD" "$@"
deploy/lite/humanseg-android-demo/app/gradlew.bat 已删除 100644 → 0
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@if "%DEBUG%" == "" @echo off
@rem ##########################################################################
@rem
@rem Gradle startup script for Windows
@rem
@rem ##########################################################################
@rem Set local scope for the variables with windows NT shell
if "%OS%"=="Windows_NT" setlocal
set DIRNAME=%~dp0
if "%DIRNAME%" == "" set DIRNAME=.
set APP_BASE_NAME=%~n0
set APP_HOME=%DIRNAME%
@rem Add default JVM options here. You can also use JAVA_OPTS and GRADLE_OPTS to pass JVM options to this script.
set DEFAULT_JVM_OPTS=
@rem Find java.exe
if defined JAVA_HOME goto findJavaFromJavaHome
set JAVA_EXE=java.exe
%JAVA_EXE% -version >NUL 2>&1
if "%ERRORLEVEL%" == "0" goto init
echo.
echo ERROR: JAVA_HOME is not set and no 'java' command could be found in your PATH.
echo.
echo Please set the JAVA_HOME variable in your environment to match the
echo location of your Java installation.
goto fail
:findJavaFromJavaHome
set JAVA_HOME=%JAVA_HOME:"=%
set JAVA_EXE=%JAVA_HOME%/bin/java.exe
if exist "%JAVA_EXE%" goto init
echo.
echo ERROR: JAVA_HOME is set to an invalid directory: %JAVA_HOME%
echo.
echo Please set the JAVA_HOME variable in your environment to match the
echo location of your Java installation.
goto fail
:init
@rem Get command-line arguments, handling Windows variants
if not "%OS%" == "Windows_NT" goto win9xME_args
:win9xME_args
@rem Slurp the command line arguments.
set CMD_LINE_ARGS=
set _SKIP=2
:win9xME_args_slurp
if "x%~1" == "x" goto execute
set CMD_LINE_ARGS=%*
:execute
@rem Setup the command line
set CLASSPATH=%APP_HOME%\gradle\wrapper\gradle-wrapper.jar
@rem Execute Gradle
"%JAVA_EXE%" %DEFAULT_JVM_OPTS% %JAVA_OPTS% %GRADLE_OPTS% "-Dorg.gradle.appname=%APP_BASE_NAME%" -classpath "%CLASSPATH%" org.gradle.wrapper.GradleWrapperMain %CMD_LINE_ARGS%
:end
@rem End local scope for the variables with windows NT shell
if "%ERRORLEVEL%"=="0" goto mainEnd
:fail
rem Set variable GRADLE_EXIT_CONSOLE if you need the _script_ return code instead of
rem the _cmd.exe /c_ return code!
if not "" == "%GRADLE_EXIT_CONSOLE%" exit 1
exit /b 1
:mainEnd
if "%OS%"=="Windows_NT" endlocal
:omega
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# Add project specific ProGuard rules here.
# You can control the set of applied configuration files using the
# proguardFiles setting in build.gradle.
#
# For more details, see
# http://developer.android.com/guide/developing/tools/proguard.html
# If your project uses WebView with JS, uncomment the following
# and specify the fully qualified class name to the JavaScript interface
# class:
#-keepclassmembers class fqcn.of.javascript.interface.for.webview {
# public *;
#}
# Uncomment this to preserve the line number information for
# debugging stack traces.
#-keepattributes SourceFile,LineNumberTable
# If you keep the line number information, uncomment this to
# hide the original source file name.
#-renamesourcefileattribute SourceFile
deploy/lite/humanseg-android-demo/app/src/androidTest/java/com/baidu/paddle/lite/demo/ExampleInstrumentedTest.java 已删除 100644 → 0
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package com.baidu.paddle.lite.demo;
import android.content.Context;
import android.support.test.InstrumentationRegistry;
import android.support.test.runner.AndroidJUnit4;
import org.junit.Test;
import org.junit.runner.RunWith;
import static org.junit.Assert.*;
/**
* Instrumented test, which will execute on an Android device.
*
* @see <a href="http://d.android.com/tools/testing">Testing documentation</a>
*/
@RunWith(AndroidJUnit4.class)
public class ExampleInstrumentedTest {
@Test
public void useAppContext() {
// Context of the app under test.
Context appContext = InstrumentationRegistry.getTargetContext();
assertEquals("com.baidu.paddle.lite.demo", appContext.getPackageName());
}
}
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<?xml version="1.0" encoding="utf-8"?>
<manifest xmlns:android="http://schemas.android.com/apk/res/android"
package="com.baidu.paddle.lite.demo">
<uses-permission android:name="android.permission.WRITE_EXTERNAL_STORAGE"/>
<uses-permission android:name="android.permission.READ_EXTERNAL_STORAGE"/>
<uses-permission android:name="android.permission.CAMERA"/>
<application
android:allowBackup="true"
android:largeHeap="true"
android:icon="@mipmap/ic_launcher"
android:label="@string/app_name"
android:roundIcon="@mipmap/ic_launcher_round"
android:supportsRtl="true"
android:theme="@style/AppTheme">
<activity android:name=".MainActivity">
<intent-filter>
<action android:name="android.intent.action.MAIN"/>
<category android:name="android.intent.category.LAUNCHER"/>
</intent-filter>
</activity>
<activity
android:name=".segmentation.ImgSegActivity"
android:label="Image Segmentation"/>
<activity
android:name=".segmentation.ImgSegSettingsActivity"
android:label="Settings">
</activity>
</application>
</manifest>
\ No newline at end of file
deploy/lite/humanseg-android-demo/app/src/main/java/com/baidu/paddle/lite/demo/AppCompatPreferenceActivity.java 已删除 100644 → 0
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/*
* Copyright (C) 2014 The Android Open Source Project
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
package com.baidu.paddle.lite.demo;
import android.content.res.Configuration;
import android.os.Bundle;
import android.preference.PreferenceActivity;
import android.support.annotation.LayoutRes;
import android.support.annotation.Nullable;
import android.support.v7.app.ActionBar;
import android.support.v7.app.AppCompatDelegate;
import android.support.v7.widget.Toolbar;
import android.view.MenuInflater;
import android.view.View;
import android.view.ViewGroup;
/**
* A {@link android.preference.PreferenceActivity} which implements and proxies the necessary calls
* to be used with AppCompat.
* <p>
* This technique can be used with an {@link android.app.Activity} class, not just
* {@link android.preference.PreferenceActivity}.
*/
public abstract class AppCompatPreferenceActivity extends PreferenceActivity {
private AppCompatDelegate mDelegate;
@Override
protected void onCreate(Bundle savedInstanceState) {
getDelegate().installViewFactory();
getDelegate().onCreate(savedInstanceState);
super.onCreate(savedInstanceState);
}
@Override
protected void onPostCreate(Bundle savedInstanceState) {
super.onPostCreate(savedInstanceState);
getDelegate().onPostCreate(savedInstanceState);
}
public ActionBar getSupportActionBar() {
return getDelegate().getSupportActionBar();
}
public void setSupportActionBar(@Nullable Toolbar toolbar) {
getDelegate().setSupportActionBar(toolbar);
}
@Override
public MenuInflater getMenuInflater() {
return getDelegate().getMenuInflater();
}
@Override
public void setContentView(@LayoutRes int layoutResID) {
getDelegate().setContentView(layoutResID);
}
@Override
public void setContentView(View view) {
getDelegate().setContentView(view);
}
@Override
public void setContentView(View view, ViewGroup.LayoutParams params) {
getDelegate().setContentView(view, params);
}
@Override
public void addContentView(View view, ViewGroup.LayoutParams params) {
getDelegate().addContentView(view, params);
}
@Override
protected void onPostResume() {
super.onPostResume();
getDelegate().onPostResume();
}
@Override
protected void onTitleChanged(CharSequence title, int color) {
super.onTitleChanged(title, color);
getDelegate().setTitle(title);
}
@Override
public void onConfigurationChanged(Configuration newConfig) {
super.onConfigurationChanged(newConfig);
getDelegate().onConfigurationChanged(newConfig);
}
@Override
protected void onStop() {
super.onStop();
getDelegate().onStop();
}
@Override
protected void onDestroy() {
super.onDestroy();
getDelegate().onDestroy();
}
public void invalidateOptionsMenu() {
getDelegate().invalidateOptionsMenu();
}
private AppCompatDelegate getDelegate() {
if (mDelegate == null) {
mDelegate = AppCompatDelegate.create(this, null);
}
return mDelegate;
}
}
deploy/lite/humanseg-android-demo/app/src/main/java/com/baidu/paddle/lite/demo/CommonActivity.java 已删除 100644 → 0
浏览文件 @ 366aae78
package com.baidu.paddle.lite.demo;
import android.Manifest;
import android.app.ProgressDialog;
import android.content.ContentResolver;
import android.content.Intent;
import android.content.pm.PackageManager;
import android.database.Cursor;
import android.graphics.Bitmap;
import android.graphics.BitmapFactory;
import android.net.Uri;
import android.os.Bundle;
import android.os.Environment;
import android.os.Handler;
import android.os.HandlerThread;
import android.os.Message;
import android.provider.MediaStore;
import android.support.annotation.NonNull;
import android.support.v4.app.ActivityCompat;
import android.support.v4.content.ContextCompat;
import android.support.v4.content.FileProvider;
import android.support.v7.app.ActionBar;
import android.support.v7.app.AppCompatActivity;
import android.util.Log;
import android.view.Menu;
import android.view.MenuInflater;
import android.view.MenuItem;
import android.widget.Toast;
import java.io.File;
import java.io.IOException;
import java.text.SimpleDateFormat;
import java.util.Date;
public class CommonActivity extends AppCompatActivity {
private static final String TAG = CommonActivity.class.getSimpleName();
public static final int OPEN_GALLERY_REQUEST_CODE = 0;
public static final int TAKE_PHOTO_REQUEST_CODE = 1;
public static final int REQUEST_LOAD_MODEL = 0;
public static final int REQUEST_RUN_MODEL = 1;
public static final int RESPONSE_LOAD_MODEL_SUCCESSED = 0;
public static final int RESPONSE_LOAD_MODEL_FAILED = 1;
public static final int RESPONSE_RUN_MODEL_SUCCESSED = 2;
public static final int RESPONSE_RUN_MODEL_FAILED = 3;
protected ProgressDialog pbLoadModel = null;
protected ProgressDialog pbRunModel = null;
protected Handler receiver = null; // receive messages from worker thread
protected Handler sender = null; // send command to worker thread
protected HandlerThread worker = null; // worker thread to load&run model
@Override
protected void onCreate(Bundle savedInstanceState) {
super.onCreate(savedInstanceState);
ActionBar supportActionBar = getSupportActionBar();
if (supportActionBar != null) {
supportActionBar.setDisplayHomeAsUpEnabled(true);
}
receiver = new Handler() {
@Override
public void handleMessage(Message msg) {
switch (msg.what) {
case RESPONSE_LOAD_MODEL_SUCCESSED:
pbLoadModel.dismiss();
onLoadModelSuccessed();
break;
case RESPONSE_LOAD_MODEL_FAILED:
pbLoadModel.dismiss();
Toast.makeText(CommonActivity.this, "Load model failed!", Toast.LENGTH_SHORT).show();
onLoadModelFailed();
break;
case RESPONSE_RUN_MODEL_SUCCESSED:
pbRunModel.dismiss();
onRunModelSuccessed();
break;
case RESPONSE_RUN_MODEL_FAILED:
pbRunModel.dismiss();
Toast.makeText(CommonActivity.this, "Run model failed!", Toast.LENGTH_SHORT).show();
onRunModelFailed();
break;
default:
break;
}
}
};
worker = new HandlerThread("Predictor Worker");
worker.start();
sender = new Handler(worker.getLooper()) {
public void handleMessage(Message msg) {
switch (msg.what) {
case REQUEST_LOAD_MODEL:
// load model and reload test image
if (onLoadModel()) {
receiver.sendEmptyMessage(RESPONSE_LOAD_MODEL_SUCCESSED);
} else {
receiver.sendEmptyMessage(RESPONSE_LOAD_MODEL_FAILED);
}
break;
case REQUEST_RUN_MODEL:
// run model if model is loaded
if (onRunModel()) {
receiver.sendEmptyMessage(RESPONSE_RUN_MODEL_SUCCESSED);
} else {
receiver.sendEmptyMessage(RESPONSE_RUN_MODEL_FAILED);
}
break;
default:
break;
}
}
};
}
public void loadModel() {
pbLoadModel = ProgressDialog.show(this, "", "Loading model...", false, false);
sender.sendEmptyMessage(REQUEST_LOAD_MODEL);
}
public void runModel() {
pbRunModel = ProgressDialog.show(this, "", "Running model...", false, false);
sender.sendEmptyMessage(REQUEST_RUN_MODEL);
}
public boolean onLoadModel() {
return true;
}
public boolean onRunModel() {
return true;
}
public void onLoadModelSuccessed() {
}
public void onLoadModelFailed() {
}
public void onRunModelSuccessed() {
}
public void onRunModelFailed() {
}
public void onImageChanged(Bitmap image) {
}
public void onImageChanged(String path) {
}
public void onSettingsClicked() {
}
@Override
public boolean onCreateOptionsMenu(Menu menu) {
MenuInflater inflater = getMenuInflater();
inflater.inflate(R.menu.menu_action_options, menu);
return true;
}
@Override
public boolean onOptionsItemSelected(MenuItem item) {
switch (item.getItemId()) {
case android.R.id.home:
finish();
break;
case R.id.open_gallery:
if (requestAllPermissions()) {
openGallery();
}
break;
case R.id.take_photo:
if (requestAllPermissions()) {
takePhoto();
}
break;
case R.id.settings:
if (requestAllPermissions()) {
// make sure we have SDCard r&w permissions to load model from SDCard
onSettingsClicked();
}
break;
}
return super.onOptionsItemSelected(item);
}
@Override
public void onRequestPermissionsResult(int requestCode, @NonNull String[] permissions,
@NonNull int[] grantResults) {
super.onRequestPermissionsResult(requestCode, permissions, grantResults);
if (grantResults[0] != PackageManager.PERMISSION_GRANTED || grantResults[1] != PackageManager.PERMISSION_GRANTED) {
Toast.makeText(this, "Permission Denied", Toast.LENGTH_SHORT).show();
}
}
private boolean requestAllPermissions() {
if (ContextCompat.checkSelfPermission(this, Manifest.permission.WRITE_EXTERNAL_STORAGE)
!= PackageManager.PERMISSION_GRANTED || ContextCompat.checkSelfPermission(this,
Manifest.permission.CAMERA)
!= PackageManager.PERMISSION_GRANTED) {
ActivityCompat.requestPermissions(this, new String[]{Manifest.permission.WRITE_EXTERNAL_STORAGE,
Manifest.permission.CAMERA},
0);
return false;
}
return true;
}
private void openGallery() {
Intent intent = new Intent(Intent.ACTION_PICK, null);
intent.setDataAndType(MediaStore.Images.Media.EXTERNAL_CONTENT_URI, "image/*");
startActivityForResult(intent, OPEN_GALLERY_REQUEST_CODE);
}
private void takePhoto() {
Intent takePhotoIntent = new Intent(MediaStore.ACTION_IMAGE_CAPTURE);
if (takePhotoIntent.resolveActivity(getPackageManager()) != null) {
startActivityForResult(takePhotoIntent, TAKE_PHOTO_REQUEST_CODE);
}
}
@Override
protected void onActivityResult(int requestCode, int resultCode, Intent data) {
super.onActivityResult(requestCode, resultCode, data);
if (resultCode == RESULT_OK && data != null) {
switch (requestCode) {
case OPEN_GALLERY_REQUEST_CODE:
try {
ContentResolver resolver = getContentResolver();
Uri uri = data.getData();
Bitmap image = MediaStore.Images.Media.getBitmap(resolver, uri);
String[] proj = {MediaStore.Images.Media.DATA};
Cursor cursor = managedQuery(uri, proj, null, null, null);
cursor.moveToFirst();
onImageChanged(image);
} catch (IOException e) {
Log.e(TAG, e.toString());
}
break;
case TAKE_PHOTO_REQUEST_CODE:
Bitmap image = (Bitmap) data.getParcelableExtra("data");
onImageChanged(image);
break;
default:
break;
}
}
}
@Override
protected void onResume() {
super.onResume();
}
@Override
protected void onDestroy() {
worker.quit();
super.onDestroy();
}
}
deploy/lite/humanseg-android-demo/app/src/main/java/com/baidu/paddle/lite/demo/MainActivity.java 已删除 100644 → 0
浏览文件 @ 366aae78
package com.baidu.paddle.lite.demo;
import android.content.Intent;
import android.content.SharedPreferences;
import android.os.Bundle;
import android.preference.PreferenceManager;
import android.support.v7.app.AppCompatActivity;
import android.util.Log;
import android.view.View;
import com.baidu.paddle.lite.demo.segmentation.ImgSegActivity;
public class MainActivity extends AppCompatActivity implements View.OnClickListener {
private static final String TAG = MainActivity.class.getSimpleName();
@Override
protected void onCreate(Bundle savedInstanceState) {
super.onCreate(savedInstanceState);
setContentView(R.layout.activity_main);
// clear all setting items to avoid app crashing due to the incorrect settings
SharedPreferences sharedPreferences = PreferenceManager.getDefaultSharedPreferences(this);
SharedPreferences.Editor editor = sharedPreferences.edit();
editor.clear();
editor.commit();
}
@Override
public void onClick(View v) {
switch (v.getId()) {
case R.id.v_img_seg: {
Intent intent = new Intent(MainActivity.this, ImgSegActivity.class);
startActivity(intent);
} break;
}
}
@Override
protected void onDestroy() {
super.onDestroy();
System.exit(0);
}
}
deploy/lite/humanseg-android-demo/app/src/main/java/com/baidu/paddle/lite/demo/Predictor.java 已删除 100644 → 0
浏览文件 @ 366aae78
package com.baidu.paddle.lite.demo;
import android.content.Context;
import android.util.Log;
import com.baidu.paddle.lite.*;
import java.util.ArrayList;
import java.util.Date;
public class Predictor {
private static final String TAG = Predictor.class.getSimpleName();
public boolean isLoaded = false;
public int warmupIterNum = 0;
public int inferIterNum = 1;
protected Context appCtx = null;
public int cpuThreadNum = 1;
public String cpuPowerMode = "LITE_POWER_HIGH";
public String modelPath = "";
public String modelName = "";
protected PaddlePredictor paddlePredictor = null;
protected float inferenceTime = 0;
public Predictor() {
}
public boolean init(Context appCtx, String modelPath, int cpuThreadNum, String cpuPowerMode) {
this.appCtx = appCtx;
isLoaded = loadModel(modelPath, cpuThreadNum, cpuPowerMode);
return isLoaded;
}
protected boolean loadModel(String modelPath, int cpuThreadNum, String cpuPowerMode) {
// release model if exists
releaseModel();
// load model
if (modelPath.isEmpty()) {
return false;
}
String realPath = modelPath;
if (!modelPath.substring(0, 1).equals("/")) {
// read model files from custom file_paths if the first character of mode file_paths is '/'
// otherwise copy model to cache from assets
realPath = appCtx.getCacheDir() + "/" + modelPath;
Utils.copyDirectoryFromAssets(appCtx, modelPath, realPath);
}
if (realPath.isEmpty()) {
return false;
}
MobileConfig config = new MobileConfig();
config.setModelDir(realPath);
config.setThreads(cpuThreadNum);
if (cpuPowerMode.equalsIgnoreCase("LITE_POWER_HIGH")) {
config.setPowerMode(PowerMode.LITE_POWER_HIGH);
} else if (cpuPowerMode.equalsIgnoreCase("LITE_POWER_LOW")) {
config.setPowerMode(PowerMode.LITE_POWER_LOW);
} else if (cpuPowerMode.equalsIgnoreCase("LITE_POWER_FULL")) {
config.setPowerMode(PowerMode.LITE_POWER_FULL);
} else if (cpuPowerMode.equalsIgnoreCase("LITE_POWER_NO_BIND")) {
config.setPowerMode(PowerMode.LITE_POWER_NO_BIND);
} else if (cpuPowerMode.equalsIgnoreCase("LITE_POWER_RAND_HIGH")) {
config.setPowerMode(PowerMode.LITE_POWER_RAND_HIGH);
} else if (cpuPowerMode.equalsIgnoreCase("LITE_POWER_RAND_LOW")) {
config.setPowerMode(PowerMode.LITE_POWER_RAND_LOW);
} else {
Log.e(TAG, "unknown cpu power mode!");
return false;
}
paddlePredictor = PaddlePredictor.createPaddlePredictor(config);
this.cpuThreadNum = cpuThreadNum;
this.cpuPowerMode = cpuPowerMode;
this.modelPath = realPath;
this.modelName = realPath.substring(realPath.lastIndexOf("/") + 1);
return true;
}
public void releaseModel() {
paddlePredictor = null;
isLoaded = false;
cpuThreadNum = 1;
cpuPowerMode = "LITE_POWER_HIGH";
modelPath = "";
modelName = "";
}
public Tensor getInput(int idx) {
if (!isLoaded()) {
return null;
}
return paddlePredictor.getInput(idx);
}
public Tensor getOutput(int idx) {
if (!isLoaded()) {
return null;
}
return paddlePredictor.getOutput(idx);
}
public boolean runModel() {
if (!isLoaded()) {
return false;
}
// warm up
for (int i = 0; i < warmupIterNum; i++){
paddlePredictor.run();
}
// inference
Date start = new Date();
for (int i = 0; i < inferIterNum; i++) {
paddlePredictor.run();
}
Date end = new Date();
inferenceTime = (end.getTime() - start.getTime()) / (float) inferIterNum;
return true;
}
public boolean isLoaded() {
return paddlePredictor != null && isLoaded;
}
public String modelPath() {
return modelPath;
}
public String modelName() {
return modelName;
}
public int cpuThreadNum() {
return cpuThreadNum;
}
public String cpuPowerMode() {
return cpuPowerMode;
}
public float inferenceTime() {
return inferenceTime;
}
}
deploy/lite/humanseg-android-demo/app/src/main/java/com/baidu/paddle/lite/demo/Utils.java 已删除 100644 → 0
浏览文件 @ 366aae78
package com.baidu.paddle.lite.demo;
import android.content.Context;
import android.os.Environment;
import java.io.*;
public class Utils {
private static final String TAG = Utils.class.getSimpleName();
public static void copyFileFromAssets(Context appCtx, String srcPath, String dstPath) {
if (srcPath.isEmpty() || dstPath.isEmpty()) {
return;
}
InputStream is = null;
OutputStream os = null;
try {
is = new BufferedInputStream(appCtx.getAssets().open(srcPath));
os = new BufferedOutputStream(new FileOutputStream(new File(dstPath)));
byte[] buffer = new byte[1024];
int length = 0;
while ((length = is.read(buffer)) != -1) {
os.write(buffer, 0, length);
}
} catch (FileNotFoundException e) {
e.printStackTrace();
} catch (IOException e) {
e.printStackTrace();
} finally {
try {
os.close();
is.close();
} catch (IOException e) {
e.printStackTrace();
}
}
}
public static void copyDirectoryFromAssets(Context appCtx, String srcDir, String dstDir) {
if (srcDir.isEmpty() || dstDir.isEmpty()) {
return;
}
try {
if (!new File(dstDir).exists()) {
new File(dstDir).mkdirs();
}
for (String fileName : appCtx.getAssets().list(srcDir)) {
String srcSubPath = srcDir + File.separator + fileName;
String dstSubPath = dstDir + File.separator + fileName;
if (new File(srcSubPath).isDirectory()) {
copyDirectoryFromAssets(appCtx, srcSubPath, dstSubPath);
} else {
copyFileFromAssets(appCtx, srcSubPath, dstSubPath);
}
}
} catch (Exception e) {
e.printStackTrace();
}
}
public static float[] parseFloatsFromString(String string, String delimiter) {
String[] pieces = string.trim().toLowerCase().split(delimiter);
float[] floats = new float[pieces.length];
for (int i = 0; i < pieces.length; i++) {
floats[i] = Float.parseFloat(pieces[i].trim());
}
return floats;
}
public static long[] parseLongsFromString(String string, String delimiter) {
String[] pieces = string.trim().toLowerCase().split(delimiter);
long[] longs = new long[pieces.length];
for (int i = 0; i < pieces.length; i++) {
longs[i] = Long.parseLong(pieces[i].trim());
}
return longs;
}
public static String getSDCardDirectory() {
return Environment.getExternalStorageDirectory().getAbsolutePath();
}
public static boolean isSupportedNPU() {
String hardware = android.os.Build.HARDWARE;
return hardware.equalsIgnoreCase("kirin810") || hardware.equalsIgnoreCase("kirin990");
}
}
deploy/lite/humanseg-android-demo/app/src/main/java/com/baidu/paddle/lite/demo/segmentation/ImgSegActivity.java 已删除 100644 → 0
浏览文件 @ 366aae78
package com.baidu.paddle.lite.demo.segmentation;
import android.content.Intent;
import android.content.SharedPreferences;
import android.graphics.Bitmap;
import android.graphics.BitmapFactory;
import android.os.Bundle;
import android.preference.PreferenceManager;
import android.text.method.ScrollingMovementMethod;
import android.util.Log;
import android.view.Menu;
import android.widget.ImageView;
import android.widget.TextView;
import android.widget.Toast;
import com.baidu.paddle.lite.demo.CommonActivity;
import com.baidu.paddle.lite.demo.R;
import com.baidu.paddle.lite.demo.Utils;
import com.baidu.paddle.lite.demo.segmentation.config.Config;
import com.baidu.paddle.lite.demo.segmentation.preprocess.Preprocess;
import com.baidu.paddle.lite.demo.segmentation.visual.Visualize;
import java.io.File;
import java.io.IOException;
import java.io.InputStream;
public class ImgSegActivity extends CommonActivity {
private static final String TAG = ImgSegActivity.class.getSimpleName();
protected TextView tvInputSetting;
protected ImageView ivInputImage;
protected TextView tvOutputResult;
protected TextView tvInferenceTime;
// model config
Config config = new Config();
protected ImgSegPredictor predictor = new ImgSegPredictor();
Preprocess preprocess = new Preprocess();
Visualize visualize = new Visualize();
@Override
protected void onCreate(Bundle savedInstanceState) {
super.onCreate(savedInstanceState);
setContentView(R.layout.activity_img_seg);
tvInputSetting = findViewById(R.id.tv_input_setting);
ivInputImage = findViewById(R.id.iv_input_image);
tvInferenceTime = findViewById(R.id.tv_inference_time);
tvOutputResult = findViewById(R.id.tv_output_result);
tvInputSetting.setMovementMethod(ScrollingMovementMethod.getInstance());
tvOutputResult.setMovementMethod(ScrollingMovementMethod.getInstance());
}
@Override
public boolean onLoadModel() {
return super.onLoadModel() && predictor.init(ImgSegActivity.this, config);
}
@Override
public boolean onRunModel() {
return super.onRunModel() && predictor.isLoaded() && predictor.runModel(preprocess,visualize);
}
@Override
public void onLoadModelSuccessed() {
super.onLoadModelSuccessed();
// load test image from file_paths and run model
try {
if (config.imagePath.isEmpty()) {
return;
}
Bitmap image = null;
// read test image file from custom file_paths if the first character of mode file_paths is '/', otherwise read test
// image file from assets
if (!config.imagePath.substring(0, 1).equals("/")) {
InputStream imageStream = getAssets().open(config.imagePath);
image = BitmapFactory.decodeStream(imageStream);
} else {
if (!new File(config.imagePath).exists()) {
return;
}
image = BitmapFactory.decodeFile(config.imagePath);
}
if (image != null && predictor.isLoaded()) {
predictor.setInputImage(image);
runModel();
}
} catch (IOException e) {
Toast.makeText(ImgSegActivity.this, "Load image failed!", Toast.LENGTH_SHORT).show();
e.printStackTrace();
}
}
@Override
public void onLoadModelFailed() {
super.onLoadModelFailed();
}
@Override
public void onRunModelSuccessed() {
super.onRunModelSuccessed();
// obtain results and update UI
tvInferenceTime.setText("Inference time: " + predictor.inferenceTime() + " ms");
Bitmap outputImage = predictor.outputImage();
if (outputImage != null) {
ivInputImage.setImageBitmap(outputImage);
}
tvOutputResult.setText(predictor.outputResult());
tvOutputResult.scrollTo(0, 0);
}
@Override
public void onRunModelFailed() {
super.onRunModelFailed();
}
@Override
public void onImageChanged(Bitmap image) {
super.onImageChanged(image);
// rerun model if users pick test image from gallery or camera
if (image != null && predictor.isLoaded()) {
// predictor.setConfig(config);
predictor.setInputImage(image);
runModel();
}
}
@Override
public void onImageChanged(String path) {
super.onImageChanged(path);
Bitmap image = BitmapFactory.decodeFile(path);
predictor.setInputImage(image);
runModel();
}
public void onSettingsClicked() {
super.onSettingsClicked();
startActivity(new Intent(ImgSegActivity.this, ImgSegSettingsActivity.class));
}
@Override
public boolean onPrepareOptionsMenu(Menu menu) {
boolean isLoaded = predictor.isLoaded();
menu.findItem(R.id.open_gallery).setEnabled(isLoaded);
menu.findItem(R.id.take_photo).setEnabled(isLoaded);
return super.onPrepareOptionsMenu(menu);
}
@Override
protected void onResume() {
Log.i(TAG,"begin onResume");
super.onResume();
SharedPreferences sharedPreferences = PreferenceManager.getDefaultSharedPreferences(this);
boolean settingsChanged = false;
String model_path = sharedPreferences.getString(getString(R.string.ISG_MODEL_PATH_KEY),
getString(R.string.ISG_MODEL_PATH_DEFAULT));
String label_path = sharedPreferences.getString(getString(R.string.ISG_LABEL_PATH_KEY),
getString(R.string.ISG_LABEL_PATH_DEFAULT));
String image_path = sharedPreferences.getString(getString(R.string.ISG_IMAGE_PATH_KEY),
getString(R.string.ISG_IMAGE_PATH_DEFAULT));
settingsChanged |= !model_path.equalsIgnoreCase(config.modelPath);
settingsChanged |= !label_path.equalsIgnoreCase(config.labelPath);
settingsChanged |= !image_path.equalsIgnoreCase(config.imagePath);
int cpu_thread_num = Integer.parseInt(sharedPreferences.getString(getString(R.string.ISG_CPU_THREAD_NUM_KEY),
getString(R.string.ISG_CPU_THREAD_NUM_DEFAULT)));
settingsChanged |= cpu_thread_num != config.cpuThreadNum;
String cpu_power_mode =
sharedPreferences.getString(getString(R.string.ISG_CPU_POWER_MODE_KEY),
getString(R.string.ISG_CPU_POWER_MODE_DEFAULT));
settingsChanged |= !cpu_power_mode.equalsIgnoreCase(config.cpuPowerMode);
String input_color_format =
sharedPreferences.getString(getString(R.string.ISG_INPUT_COLOR_FORMAT_KEY),
getString(R.string.ISG_INPUT_COLOR_FORMAT_DEFAULT));
settingsChanged |= !input_color_format.equalsIgnoreCase(config.inputColorFormat);
long[] input_shape =
Utils.parseLongsFromString(sharedPreferences.getString(getString(R.string.ISG_INPUT_SHAPE_KEY),
getString(R.string.ISG_INPUT_SHAPE_DEFAULT)), ",");
settingsChanged |= input_shape.length != config.inputShape.length;
if (!settingsChanged) {
for (int i = 0; i < input_shape.length; i++) {
settingsChanged |= input_shape[i] != config.inputShape[i];
}
}
if (settingsChanged) {
config.init(model_path,label_path,image_path,cpu_thread_num,cpu_power_mode,
input_color_format,input_shape);
preprocess.init(config);
// update UI
tvInputSetting.setText("Model: " + config.modelPath.substring(config.modelPath.lastIndexOf("/") + 1) + "\n" + "CPU" +
" Thread Num: " + Integer.toString(config.cpuThreadNum) + "\n" + "CPU Power Mode: " + config.cpuPowerMode);
tvInputSetting.scrollTo(0, 0);
// reload model if configure has been changed
loadModel();
}
}
@Override
protected void onDestroy() {
if (predictor != null) {
predictor.releaseModel();
}
super.onDestroy();
}
}
deploy/lite/humanseg-android-demo/app/src/main/java/com/baidu/paddle/lite/demo/segmentation/ImgSegPredictor.java 已删除 100644 → 0
浏览文件 @ 366aae78
package com.baidu.paddle.lite.demo.segmentation;
import android.content.Context;
import android.graphics.Bitmap;
import android.util.Log;
import com.baidu.paddle.lite.Tensor;
import com.baidu.paddle.lite.demo.Predictor;
import com.baidu.paddle.lite.demo.segmentation.config.Config;
import com.baidu.paddle.lite.demo.segmentation.preprocess.Preprocess;
import com.baidu.paddle.lite.demo.segmentation.visual.Visualize;
import java.io.InputStream;
import java.util.Date;
import java.util.Vector;
import static android.graphics.Color.blue;
import static android.graphics.Color.green;
import static android.graphics.Color.red;
public class ImgSegPredictor extends Predictor {
private static final String TAG = ImgSegPredictor.class.getSimpleName();
protected Vector<String> wordLabels = new Vector<String>();
Config config;
protected Bitmap inputImage = null;
protected Bitmap scaledImage = null;
protected Bitmap outputImage = null;
protected String outputResult = "";
protected float preprocessTime = 0;
protected float postprocessTime = 0;
public ImgSegPredictor() {
super();
}
public boolean init(Context appCtx, Config config) {
if (config.inputShape.length != 4) {
Log.i(TAG, "size of input shape should be: 4");
return false;
}
if (config.inputShape[0] != 1) {
Log.i(TAG, "only one batch is supported in the image classification demo, you can use any batch size in " +
"your Apps!");
return false;
}
if (config.inputShape[1] != 1 && config.inputShape[1] != 3) {
Log.i(TAG, "only one/three channels are supported in the image classification demo, you can use any " +
"channel size in your Apps!");
return false;
}
if (!config.inputColorFormat.equalsIgnoreCase("RGB") && !config.inputColorFormat.equalsIgnoreCase("BGR")) {
Log.i(TAG, "only RGB and BGR color format is supported.");
return false;
}
super.init(appCtx, config.modelPath, config.cpuThreadNum, config.cpuPowerMode);
if (!super.isLoaded()) {
return false;
}
this.config = config;
return isLoaded;
}
protected boolean loadLabel(String labelPath) {
wordLabels.clear();
// load word labels from file
try {
InputStream assetsInputStream = appCtx.getAssets().open(labelPath);
int available = assetsInputStream.available();
byte[] lines = new byte[available];
assetsInputStream.read(lines);
assetsInputStream.close();
String words = new String(lines);
String[] contents = words.split("\n");
for (String content : contents) {
wordLabels.add(content);
}
Log.i(TAG, "word label size: " + wordLabels.size());
} catch (Exception e) {
Log.e(TAG, e.getMessage());
return false;
}
return true;
}
public Tensor getInput(int idx) {
return super.getInput(idx);
}
public Tensor getOutput(int idx) {
return super.getOutput(idx);
}
public boolean runModel(Bitmap image) {
setInputImage(image);
return runModel();
}
public boolean runModel(Preprocess preprocess, Visualize visualize) {
if (inputImage == null) {
return false;
}
// set input shape
Tensor inputTensor = getInput(0);
inputTensor.resize(config.inputShape);
// pre-process image
Date start = new Date();
preprocess.init(config);
preprocess.to_array(scaledImage);
// feed input tensor with pre-processed data
inputTensor.setData(preprocess.inputData);
Date end = new Date();
preprocessTime = (float) (end.getTime() - start.getTime());
// inference
super.runModel();
Tensor outputTensor = getOutput(0);
// post-process
this.outputImage = visualize.draw(inputImage,outputTensor);
postprocessTime = (float) (end.getTime() - start.getTime());
start = new Date();
outputResult = new String();
end = new Date();
return true;
}
public void setConfig(Config config){
this.config = config;
}
public Bitmap inputImage() {
return inputImage;
}
public Bitmap outputImage() {
return outputImage;
}
public String outputResult() {
return outputResult;
}
public float preprocessTime() {
return preprocessTime;
}
public float postprocessTime() {
return postprocessTime;
}
public void setInputImage(Bitmap image) {
if (image == null) {
return;
}
// scale image to the size of input tensor
Bitmap rgbaImage = image.copy(Bitmap.Config.ARGB_8888, true);
Bitmap scaleImage = Bitmap.createScaledBitmap(rgbaImage, (int) this.config.inputShape[3], (int) this.config.inputShape[2], true);
this.inputImage = rgbaImage;
this.scaledImage = scaleImage;
}
}
deploy/lite/humanseg-android-demo/app/src/main/java/com/baidu/paddle/lite/demo/segmentation/ImgSegSettingsActivity.java 已删除 100644 → 0
浏览文件 @ 366aae78
package com.baidu.paddle.lite.demo.segmentation;
import android.content.SharedPreferences;
import android.os.Bundle;
import android.preference.CheckBoxPreference;
import android.preference.EditTextPreference;
import android.preference.ListPreference;
import android.support.v7.app.ActionBar;
import com.baidu.paddle.lite.demo.AppCompatPreferenceActivity;
import com.baidu.paddle.lite.demo.R;
import com.baidu.paddle.lite.demo.Utils;
import java.util.ArrayList;
import java.util.List;
public class ImgSegSettingsActivity extends AppCompatPreferenceActivity implements SharedPreferences.OnSharedPreferenceChangeListener {
ListPreference lpChoosePreInstalledModel = null;
CheckBoxPreference cbEnableCustomSettings = null;
EditTextPreference etModelPath = null;
EditTextPreference etLabelPath = null;
EditTextPreference etImagePath = null;
ListPreference lpCPUThreadNum = null;
ListPreference lpCPUPowerMode = null;
ListPreference lpInputColorFormat = null;
EditTextPreference etInputShape = null;
EditTextPreference etInputMean = null;
EditTextPreference etInputStd = null;
List<String> preInstalledModelPaths = null;
List<String> preInstalledLabelPaths = null;
List<String> preInstalledImagePaths = null;
List<String> preInstalledInputShapes = null;
List<String> preInstalledCPUThreadNums = null;
List<String> preInstalledCPUPowerModes = null;
List<String> preInstalledInputColorFormats = null;
List<String> preInstalledInputMeans = null;
List<String> preInstalledInputStds = null;
@Override
public void onCreate(Bundle savedInstanceState) {
super.onCreate(savedInstanceState);
addPreferencesFromResource(R.xml.settings_img_seg);
ActionBar supportActionBar = getSupportActionBar();
if (supportActionBar != null) {
supportActionBar.setDisplayHomeAsUpEnabled(true);
}
// initialized pre-installed models
preInstalledModelPaths = new ArrayList<String>();
preInstalledLabelPaths = new ArrayList<String>();
preInstalledImagePaths = new ArrayList<String>();
preInstalledInputShapes = new ArrayList<String>();
preInstalledCPUThreadNums = new ArrayList<String>();
preInstalledCPUPowerModes = new ArrayList<String>();
preInstalledInputColorFormats = new ArrayList<String>();
preInstalledInputMeans = new ArrayList<String>();
preInstalledInputStds = new ArrayList<String>();
// add deeplab_mobilenet_for_cpu
preInstalledModelPaths.add(getString(R.string.ISG_MODEL_PATH_DEFAULT));
preInstalledLabelPaths.add(getString(R.string.ISG_LABEL_PATH_DEFAULT));
preInstalledImagePaths.add(getString(R.string.ISG_IMAGE_PATH_DEFAULT));
preInstalledCPUThreadNums.add(getString(R.string.ISG_CPU_THREAD_NUM_DEFAULT));
preInstalledCPUPowerModes.add(getString(R.string.ISG_CPU_POWER_MODE_DEFAULT));
preInstalledInputColorFormats.add(getString(R.string.ISG_INPUT_COLOR_FORMAT_DEFAULT));
preInstalledInputShapes.add(getString(R.string.ISG_INPUT_SHAPE_DEFAULT));
// initialize UI components
lpChoosePreInstalledModel =
(ListPreference) findPreference(getString(R.string.ISG_CHOOSE_PRE_INSTALLED_MODEL_KEY));
String[] preInstalledModelNames = new String[preInstalledModelPaths.size()];
for (int i = 0; i < preInstalledModelPaths.size(); i++) {
preInstalledModelNames[i] =
preInstalledModelPaths.get(i).substring(preInstalledModelPaths.get(i).lastIndexOf("/") + 1);
}
lpChoosePreInstalledModel.setEntries(preInstalledModelNames);
lpChoosePreInstalledModel.setEntryValues(preInstalledModelPaths.toArray(new String[preInstalledModelPaths.size()]));
cbEnableCustomSettings =
(CheckBoxPreference) findPreference(getString(R.string.ISG_ENABLE_CUSTOM_SETTINGS_KEY));
etModelPath = (EditTextPreference) findPreference(getString(R.string.ISG_MODEL_PATH_KEY));
etModelPath.setTitle("Model Path (SDCard: " + Utils.getSDCardDirectory() + ")");
etLabelPath = (EditTextPreference) findPreference(getString(R.string.ISG_LABEL_PATH_KEY));
etImagePath = (EditTextPreference) findPreference(getString(R.string.ISG_IMAGE_PATH_KEY));
lpCPUThreadNum =
(ListPreference) findPreference(getString(R.string.ISG_CPU_THREAD_NUM_KEY));
lpCPUPowerMode =
(ListPreference) findPreference(getString(R.string.ISG_CPU_POWER_MODE_KEY));
lpInputColorFormat =
(ListPreference) findPreference(getString(R.string.ISG_INPUT_COLOR_FORMAT_KEY));
etInputShape = (EditTextPreference) findPreference(getString(R.string.ISG_INPUT_SHAPE_KEY));
}
private void reloadPreferenceAndUpdateUI() {
SharedPreferences sharedPreferences = getPreferenceScreen().getSharedPreferences();
boolean enableCustomSettings =
sharedPreferences.getBoolean(getString(R.string.ISG_ENABLE_CUSTOM_SETTINGS_KEY), false);
String modelPath = sharedPreferences.getString(getString(R.string.ISG_CHOOSE_PRE_INSTALLED_MODEL_KEY),
getString(R.string.ISG_MODEL_PATH_DEFAULT));
int modelIdx = lpChoosePreInstalledModel.findIndexOfValue(modelPath);
if (modelIdx >= 0 && modelIdx < preInstalledModelPaths.size()) {
if (!enableCustomSettings) {
SharedPreferences.Editor editor = sharedPreferences.edit();
editor.putString(getString(R.string.ISG_MODEL_PATH_KEY), preInstalledModelPaths.get(modelIdx));
editor.putString(getString(R.string.ISG_LABEL_PATH_KEY), preInstalledLabelPaths.get(modelIdx));
editor.putString(getString(R.string.ISG_IMAGE_PATH_KEY), preInstalledImagePaths.get(modelIdx));
editor.putString(getString(R.string.ISG_CPU_THREAD_NUM_KEY), preInstalledCPUThreadNums.get(modelIdx));
editor.putString(getString(R.string.ISG_CPU_POWER_MODE_KEY), preInstalledCPUPowerModes.get(modelIdx));
editor.putString(getString(R.string.ISG_INPUT_COLOR_FORMAT_KEY),
preInstalledInputColorFormats.get(modelIdx));
editor.putString(getString(R.string.ISG_INPUT_SHAPE_KEY), preInstalledInputShapes.get(modelIdx));
editor.commit();
}
lpChoosePreInstalledModel.setSummary(modelPath);
}
cbEnableCustomSettings.setChecked(enableCustomSettings);
etModelPath.setEnabled(enableCustomSettings);
etLabelPath.setEnabled(enableCustomSettings);
etImagePath.setEnabled(enableCustomSettings);
lpCPUThreadNum.setEnabled(enableCustomSettings);
lpCPUPowerMode.setEnabled(enableCustomSettings);
lpInputColorFormat.setEnabled(enableCustomSettings);
etInputShape.setEnabled(enableCustomSettings);
etInputMean.setEnabled(enableCustomSettings);
etInputStd.setEnabled(enableCustomSettings);
modelPath = sharedPreferences.getString(getString(R.string.ISG_MODEL_PATH_KEY),
getString(R.string.ISG_MODEL_PATH_DEFAULT));
String labelPath = sharedPreferences.getString(getString(R.string.ISG_LABEL_PATH_KEY),
getString(R.string.ISG_LABEL_PATH_DEFAULT));
String imagePath = sharedPreferences.getString(getString(R.string.ISG_IMAGE_PATH_KEY),
getString(R.string.ISG_IMAGE_PATH_DEFAULT));
String cpuThreadNum = sharedPreferences.getString(getString(R.string.ISG_CPU_THREAD_NUM_KEY),
getString(R.string.ISG_CPU_THREAD_NUM_DEFAULT));
String cpuPowerMode = sharedPreferences.getString(getString(R.string.ISG_CPU_POWER_MODE_KEY),
getString(R.string.ISG_CPU_POWER_MODE_DEFAULT));
String inputColorFormat = sharedPreferences.getString(getString(R.string.ISG_INPUT_COLOR_FORMAT_KEY),
getString(R.string.ISG_INPUT_COLOR_FORMAT_DEFAULT));
String inputShape = sharedPreferences.getString(getString(R.string.ISG_INPUT_SHAPE_KEY),
getString(R.string.ISG_INPUT_SHAPE_DEFAULT));
etModelPath.setSummary(modelPath);
etModelPath.setText(modelPath);
etLabelPath.setSummary(labelPath);
etLabelPath.setText(labelPath);
etImagePath.setSummary(imagePath);
etImagePath.setText(imagePath);
lpCPUThreadNum.setValue(cpuThreadNum);
lpCPUThreadNum.setSummary(cpuThreadNum);
lpCPUPowerMode.setValue(cpuPowerMode);
lpCPUPowerMode.setSummary(cpuPowerMode);
lpInputColorFormat.setValue(inputColorFormat);
lpInputColorFormat.setSummary(inputColorFormat);
etInputShape.setSummary(inputShape);
etInputShape.setText(inputShape);
}
@Override
protected void onResume() {
super.onResume();
getPreferenceScreen().getSharedPreferences().registerOnSharedPreferenceChangeListener(this);
reloadPreferenceAndUpdateUI();
}
@Override
protected void onPause() {
super.onPause();
getPreferenceScreen().getSharedPreferences().unregisterOnSharedPreferenceChangeListener(this);
}
@Override
public void onSharedPreferenceChanged(SharedPreferences sharedPreferences, String key) {
if (key.equals(getString(R.string.ISG_CHOOSE_PRE_INSTALLED_MODEL_KEY))) {
SharedPreferences.Editor editor = sharedPreferences.edit();
editor.putBoolean(getString(R.string.ISG_ENABLE_CUSTOM_SETTINGS_KEY), false);
editor.commit();
}
reloadPreferenceAndUpdateUI();
}
}
deploy/lite/humanseg-android-demo/app/src/main/java/com/baidu/paddle/lite/demo/segmentation/config/Config.java 已删除 100644 → 0
浏览文件 @ 366aae78
package com.baidu.paddle.lite.demo.segmentation.config;
import android.graphics.Bitmap;
public class Config {
public String modelPath = "";
public String labelPath = "";
public String imagePath = "";
public int cpuThreadNum = 1;
public String cpuPowerMode = "";
public String inputColorFormat = "";
public long[] inputShape = new long[]{};
public void init(String modelPath, String labelPath, String imagePath, int cpuThreadNum,
String cpuPowerMode, String inputColorFormat,long[] inputShape){
this.modelPath = modelPath;
this.labelPath = labelPath;
this.imagePath = imagePath;
this.cpuThreadNum = cpuThreadNum;
this.cpuPowerMode = cpuPowerMode;
this.inputColorFormat = inputColorFormat;
this.inputShape = inputShape;
}
public void setInputShape(Bitmap inputImage){
this.inputShape[0] = 1;
this.inputShape[1] = 3;
this.inputShape[2] = inputImage.getHeight();
this.inputShape[3] = inputImage.getWidth();
}
}
deploy/lite/humanseg-android-demo/app/src/main/java/com/baidu/paddle/lite/demo/segmentation/preprocess/Preprocess.java 已删除 100644 → 0
浏览文件 @ 366aae78
package com.baidu.paddle.lite.demo.segmentation.preprocess;
import android.graphics.Bitmap;
import android.util.Log;
import com.baidu.paddle.lite.demo.segmentation.config.Config;
import static android.graphics.Color.blue;
import static android.graphics.Color.green;
import static android.graphics.Color.red;
public class Preprocess {
private static final String TAG = Preprocess.class.getSimpleName();
Config config;
int channels;
int width;
int height;
public float[] inputData;
public void init(Config config){
this.config = config;
this.channels = (int) config.inputShape[1];
this.height = (int) config.inputShape[2];
this.width = (int) config.inputShape[3];
this.inputData = new float[channels * width * height];
}
public boolean to_array(Bitmap inputImage){
if (channels == 3) {
int[] channelIdx = null;
if (config.inputColorFormat.equalsIgnoreCase("RGB")) {
channelIdx = new int[]{0, 1, 2};
} else if (config.inputColorFormat.equalsIgnoreCase("BGR")) {
channelIdx = new int[]{2, 1, 0};
} else {
Log.i(TAG, "unknown color format " + config.inputColorFormat + ", only RGB and BGR color format is " +
"supported!");
return false;
}
int[] channelStride = new int[]{width * height, width * height * 2};
for (int y = 0; y < height; y++) {
for (int x = 0; x < width; x++) {
int color = inputImage.getPixel(x, y);
float[] rgb = new float[]{(float) red(color) , (float) green(color) ,
(float) blue(color)};
inputData[y * width + x] = rgb[channelIdx[0]] ;
inputData[y * width + x + channelStride[0]] = rgb[channelIdx[1]] ;
inputData[y * width + x + channelStride[1]] = rgb[channelIdx[2]];
}
}
} else if (channels == 1) {
for (int y = 0; y < height; y++) {
for (int x = 0; x < width; x++) {
int color = inputImage.getPixel(x, y);
float gray = (float) (red(color) + green(color) + blue(color));
inputData[y * width + x] = gray;
}
}
} else {
Log.i(TAG, "unsupported channel size " + Integer.toString(channels) + ", only channel 1 and 3 is " +
"supported!");
return false;
}
return true;
}
}
deploy/lite/humanseg-android-demo/app/src/main/java/com/baidu/paddle/lite/demo/segmentation/visual/Visualize.java 已删除 100644 → 0
浏览文件 @ 366aae78
package com.baidu.paddle.lite.demo.segmentation.visual;
import android.graphics.Bitmap;
import android.graphics.Canvas;
import android.graphics.Matrix;
import android.graphics.Paint;
import android.util.Log;
import com.baidu.paddle.lite.Tensor;
public class Visualize {
private static final String TAG = Visualize.class.getSimpleName();
public Bitmap draw(Bitmap inputImage, Tensor outputTensor){
final int[] colors_map = {0xFF000000, 0xFFFFFF00};
float[] output = outputTensor.getFloatData();
long outputShape[] = outputTensor.shape();
long outputSize = 1;
for (long s : outputShape) {
outputSize *= s;
}
int[] objectColor = new int[(int)outputSize];
for(int i=0;i<output.length;i++){
objectColor[i] = colors_map[(int)output[i]];
}
Bitmap.Config config = inputImage.getConfig();
Bitmap outputImage = null;
if(outputShape.length==3){
outputImage = Bitmap.createBitmap(objectColor, (int)outputShape[2], (int)outputShape[1], config);
outputImage = Bitmap.createScaledBitmap(outputImage, inputImage.getWidth(), inputImage.getHeight(),true);
}
else if (outputShape.length==4){
outputImage = Bitmap.createBitmap(objectColor, (int)outputShape[3], (int)outputShape[2], config);
}
Bitmap bmOverlay = Bitmap.createBitmap(inputImage.getWidth(), inputImage.getHeight() , inputImage.getConfig());
Canvas canvas = new Canvas(bmOverlay);
canvas.drawBitmap(inputImage, new Matrix(), null);
Paint paint = new Paint();
paint.setAlpha(0x80);
canvas.drawBitmap(outputImage, 0, 0, paint);
return bmOverlay;
}
}
deploy/lite/humanseg-android-demo/app/src/main/res/drawable-v24/ic_launcher_foreground.xml 已删除 100644 → 0
浏览文件 @ 366aae78
<vector xmlns:android="http://schemas.android.com/apk/res/android"
xmlns:aapt="http://schemas.android.com/aapt"
android:width="108dp"
android:height="108dp"
android:viewportWidth="108"
android:viewportHeight="108">
<path
android:fillType="evenOdd"
android:pathData="M32,64C32,64 38.39,52.99 44.13,50.95C51.37,48.37 70.14,49.57 70.14,49.57L108.26,87.69L108,109.01L75.97,107.97L32,64Z"
android:strokeWidth="1"
android:strokeColor="#00000000">
<aapt:attr name="android:fillColor">
<gradient
android:endX="78.5885"
android:endY="90.9159"
android:startX="48.7653"
android:startY="61.0927"
android:type="linear">
<item
android:color="#44000000"
android:offset="0.0" />
<item
android:color="#00000000"
android:offset="1.0" />
</gradient>
</aapt:attr>
</path>
<path
android:fillColor="#FFFFFF"
android:fillType="nonZero"
android:pathData="M66.94,46.02L66.94,46.02C72.44,50.07 76,56.61 76,64L32,64C32,56.61 35.56,50.11 40.98,46.06L36.18,41.19C35.45,40.45 35.45,39.3 36.18,38.56C36.91,37.81 38.05,37.81 38.78,38.56L44.25,44.05C47.18,42.57 50.48,41.71 54,41.71C57.48,41.71 60.78,42.57 63.68,44.05L69.11,38.56C69.84,37.81 70.98,37.81 71.71,38.56C72.44,39.3 72.44,40.45 71.71,41.19L66.94,46.02ZM62.94,56.92C64.08,56.92 65,56.01 65,54.88C65,53.76 64.08,52.85 62.94,52.85C61.8,52.85 60.88,53.76 60.88,54.88C60.88,56.01 61.8,56.92 62.94,56.92ZM45.06,56.92C46.2,56.92 47.13,56.01 47.13,54.88C47.13,53.76 46.2,52.85 45.06,52.85C43.92,52.85 43,53.76 43,54.88C43,56.01 43.92,56.92 45.06,56.92Z"
android:strokeWidth="1"
android:strokeColor="#00000000" />
</vector>
deploy/lite/humanseg-android-demo/app/src/main/res/drawable/ic_launcher_background.xml 已删除 100644 → 0
浏览文件 @ 366aae78
<?xml version="1.0" encoding="utf-8"?>
<vector xmlns:android="http://schemas.android.com/apk/res/android"
android:width="108dp"
android:height="108dp"
android:viewportWidth="108"
android:viewportHeight="108">
<path
android:fillColor="#008577"
android:pathData="M0,0h108v108h-108z" />
<path
android:fillColor="#00000000"
android:pathData="M9,0L9,108"
android:strokeWidth="0.8"
android:strokeColor="#33FFFFFF" />
<path
android:fillColor="#00000000"
android:pathData="M19,0L19,108"
android:strokeWidth="0.8"
android:strokeColor="#33FFFFFF" />
<path
android:fillColor="#00000000"
android:pathData="M29,0L29,108"
android:strokeWidth="0.8"
android:strokeColor="#33FFFFFF" />
<path
android:fillColor="#00000000"
android:pathData="M39,0L39,108"
android:strokeWidth="0.8"
android:strokeColor="#33FFFFFF" />
<path
android:fillColor="#00000000"
android:pathData="M49,0L49,108"
android:strokeWidth="0.8"
android:strokeColor="#33FFFFFF" />
<path
android:fillColor="#00000000"
android:pathData="M59,0L59,108"
android:strokeWidth="0.8"
android:strokeColor="#33FFFFFF" />
<path
android:fillColor="#00000000"
android:pathData="M69,0L69,108"
android:strokeWidth="0.8"
android:strokeColor="#33FFFFFF" />
<path
android:fillColor="#00000000"
android:pathData="M79,0L79,108"
android:strokeWidth="0.8"
android:strokeColor="#33FFFFFF" />
<path
android:fillColor="#00000000"
android:pathData="M89,0L89,108"
android:strokeWidth="0.8"
android:strokeColor="#33FFFFFF" />
<path
android:fillColor="#00000000"
android:pathData="M99,0L99,108"
android:strokeWidth="0.8"
android:strokeColor="#33FFFFFF" />
<path
android:fillColor="#00000000"
android:pathData="M0,9L108,9"
android:strokeWidth="0.8"
android:strokeColor="#33FFFFFF" />
<path
android:fillColor="#00000000"
android:pathData="M0,19L108,19"
android:strokeWidth="0.8"
android:strokeColor="#33FFFFFF" />
<path
android:fillColor="#00000000"
android:pathData="M0,29L108,29"
android:strokeWidth="0.8"
android:strokeColor="#33FFFFFF" />
<path
android:fillColor="#00000000"
android:pathData="M0,39L108,39"
android:strokeWidth="0.8"
android:strokeColor="#33FFFFFF" />
<path
android:fillColor="#00000000"
android:pathData="M0,49L108,49"
android:strokeWidth="0.8"
android:strokeColor="#33FFFFFF" />
<path
android:fillColor="#00000000"
android:pathData="M0,59L108,59"
android:strokeWidth="0.8"
android:strokeColor="#33FFFFFF" />
<path
android:fillColor="#00000000"
android:pathData="M0,69L108,69"
android:strokeWidth="0.8"
android:strokeColor="#33FFFFFF" />
<path
android:fillColor="#00000000"
android:pathData="M0,79L108,79"
android:strokeWidth="0.8"
android:strokeColor="#33FFFFFF" />
<path
android:fillColor="#00000000"
android:pathData="M0,89L108,89"
android:strokeWidth="0.8"
android:strokeColor="#33FFFFFF" />
<path
android:fillColor="#00000000"
android:pathData="M0,99L108,99"
android:strokeWidth="0.8"
android:strokeColor="#33FFFFFF" />
<path
android:fillColor="#00000000"
android:pathData="M19,29L89,29"
android:strokeWidth="0.8"
android:strokeColor="#33FFFFFF" />
<path
android:fillColor="#00000000"
android:pathData="M19,39L89,39"
android:strokeWidth="0.8"
android:strokeColor="#33FFFFFF" />
<path
android:fillColor="#00000000"
android:pathData="M19,49L89,49"
android:strokeWidth="0.8"
android:strokeColor="#33FFFFFF" />
<path
android:fillColor="#00000000"
android:pathData="M19,59L89,59"
android:strokeWidth="0.8"
android:strokeColor="#33FFFFFF" />
<path
android:fillColor="#00000000"
android:pathData="M19,69L89,69"
android:strokeWidth="0.8"
android:strokeColor="#33FFFFFF" />
<path
android:fillColor="#00000000"
android:pathData="M19,79L89,79"
android:strokeWidth="0.8"
android:strokeColor="#33FFFFFF" />
<path
android:fillColor="#00000000"
android:pathData="M29,19L29,89"
android:strokeWidth="0.8"
android:strokeColor="#33FFFFFF" />
<path
android:fillColor="#00000000"
android:pathData="M39,19L39,89"
android:strokeWidth="0.8"
android:strokeColor="#33FFFFFF" />
<path
android:fillColor="#00000000"
android:pathData="M49,19L49,89"
android:strokeWidth="0.8"
android:strokeColor="#33FFFFFF" />
<path
android:fillColor="#00000000"
android:pathData="M59,19L59,89"
android:strokeWidth="0.8"
android:strokeColor="#33FFFFFF" />
<path
android:fillColor="#00000000"
android:pathData="M69,19L69,89"
android:strokeWidth="0.8"
android:strokeColor="#33FFFFFF" />
<path
android:fillColor="#00000000"
android:pathData="M79,19L79,89"
android:strokeWidth="0.8"
android:strokeColor="#33FFFFFF" />
</vector>
deploy/lite/humanseg-android-demo/app/src/main/res/layout/activity_img_seg.xml 已删除 100644 → 0
浏览文件 @ 366aae78
<?xml version="1.0" encoding="utf-8"?>
<android.support.constraint.ConstraintLayout xmlns:android="http://schemas.android.com/apk/res/android"
xmlns:app="http://schemas.android.com/apk/res-auto"
xmlns:tools="http://schemas.android.com/tools"
android:layout_width="match_parent"
android:layout_height="match_parent"
tools:context=".segmentation.ImgSegActivity">
<RelativeLayout
android:layout_width="match_parent"
android:layout_height="match_parent">
<LinearLayout
android:id="@+id/v_input_info"
android:layout_width="fill_parent"
android:layout_height="wrap_content"
android:layout_alignParentTop="true"
android:orientation="vertical">
<TextView
android:id="@+id/tv_input_setting"
android:layout_width="wrap_content"
android:layout_height="wrap_content"
android:scrollbars="vertical"
android:layout_marginLeft="12dp"
android:layout_marginRight="12dp"
android:layout_marginTop="10dp"
android:layout_marginBottom="5dp"
android:lineSpacingExtra="4dp"
android:singleLine="false"
android:maxLines="6"
android:text=""/>
</LinearLayout>
<RelativeLayout
android:layout_width="match_parent"
android:layout_height="match_parent"
android:layout_above="@+id/v_output_info"
android:layout_below="@+id/v_input_info">
<ImageView
android:id="@+id/iv_input_image"
android:layout_width="400dp"
android:layout_height="400dp"
android:layout_centerHorizontal="true"
android:layout_centerVertical="true"
android:layout_marginLeft="12dp"
android:layout_marginRight="12dp"
android:layout_marginTop="5dp"
android:layout_marginBottom="5dp"
android:adjustViewBounds="true"
android:scaleType="fitCenter"/>
</RelativeLayout>
<RelativeLayout
android:id="@+id/v_output_info"
android:layout_width="wrap_content"
android:layout_height="wrap_content"
android:layout_alignParentBottom="true"
android:layout_centerHorizontal="true">
<TextView
android:id="@+id/tv_output_result"
android:layout_width="wrap_content"
android:layout_height="wrap_content"
android:layout_alignParentTop="true"
android:layout_centerHorizontal="true"
android:layout_centerVertical="true"
android:scrollbars="vertical"
android:layout_marginLeft="12dp"
android:layout_marginRight="12dp"
android:layout_marginTop="5dp"
android:layout_marginBottom="5dp"
android:textAlignment="center"
android:lineSpacingExtra="5dp"
android:singleLine="false"
android:maxLines="5"
android:text=""/>
<TextView
android:id="@+id/tv_inference_time"
android:layout_width="wrap_content"
android:layout_height="wrap_content"
android:layout_below="@+id/tv_output_result"
android:layout_centerHorizontal="true"
android:layout_centerVertical="true"
android:textAlignment="center"
android:layout_marginLeft="12dp"
android:layout_marginRight="12dp"
android:layout_marginTop="5dp"
android:layout_marginBottom="10dp"
android:text=""/>
</RelativeLayout>
</RelativeLayout>
</android.support.constraint.ConstraintLayout>
\ No newline at end of file
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<?xml version="1.0" encoding="utf-8"?>
<android.support.constraint.ConstraintLayout xmlns:android="http://schemas.android.com/apk/res/android"
xmlns:app="http://schemas.android.com/apk/res-auto"
xmlns:tools="http://schemas.android.com/tools"
android:layout_width="fill_parent"
android:layout_height="fill_parent"
tools:context=".MainActivity">
<ScrollView
android:layout_width="fill_parent"
android:layout_height="fill_parent"
android:fadingEdge="vertical"
android:scrollbars="vertical">
<LinearLayout
android:layout_width="fill_parent"
android:layout_height="fill_parent"
android:orientation="vertical">
<LinearLayout
android:layout_width="fill_parent"
android:layout_height="300dp"
android:orientation="horizontal">
<RelativeLayout
android:id="@+id/v_img_seg"
android:layout_width="wrap_content"
android:layout_height="fill_parent"
android:layout_weight="1"
android:clickable="true"
android:onClick="onClick">
<ImageView
android:id="@+id/iv_img_seg_image"
android:layout_width="200dp"
android:layout_height="200dp"
android:layout_centerHorizontal="true"
android:layout_centerVertical="true"
android:layout_margin="12dp"
android:adjustViewBounds="true"
android:src="@drawable/image_segementation"
android:scaleType="fitCenter"/>
<TextView
android:id="@+id/iv_img_seg_title"
android:layout_below="@id/iv_img_seg_image"
android:layout_width="wrap_content"
android:layout_height="wrap_content"
android:layout_centerHorizontal="true"
android:layout_margin="8dp"
android:text="Image Segmentation"
android:textStyle="bold"
android:textAllCaps="false"
android:singleLine="false"/>
</RelativeLayout>
</LinearLayout>
</LinearLayout>
</ScrollView>
</android.support.constraint.ConstraintLayout>
\ No newline at end of file
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<menu xmlns:android="http://schemas.android.com/apk/res/android"
xmlns:app="http://schemas.android.com/apk/res-auto">
<group android:id="@+id/pick_image">
<item
android:id="@+id/open_gallery"
android:title="Open Gallery"
app:showAsAction="withText"/>
<item
android:id="@+id/take_photo"
android:title="Take Photo"
app:showAsAction="withText"/>
</group>
<group>
<item
android:id="@+id/settings"
android:title="Settings..."
app:showAsAction="withText"/>
</group>
</menu>
deploy/lite/humanseg-android-demo/app/src/main/res/mipmap-anydpi-v26/ic_launcher.xml 已删除 100644 → 0
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<?xml version="1.0" encoding="utf-8"?>
<adaptive-icon xmlns:android="http://schemas.android.com/apk/res/android">
<background android:drawable="@drawable/ic_launcher_background" />
<foreground android:drawable="@drawable/ic_launcher_foreground" />
</adaptive-icon>
\ No newline at end of file
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<?xml version="1.0" encoding="utf-8"?>
<adaptive-icon xmlns:android="http://schemas.android.com/apk/res/android">
<background android:drawable="@drawable/ic_launcher_background" />
<foreground android:drawable="@drawable/ic_launcher_foreground" />
</adaptive-icon>
\ No newline at end of file
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<?xml version="1.0" encoding="utf-8"?>
<resources>
<string-array name="cpu_thread_num_entries">
<item>1 threads</item>
<item>2 threads</item>
<item>4 threads</item>
<item>8 threads</item>
</string-array>
<string-array name="cpu_thread_num_values">
<item>1</item>
<item>2</item>
<item>4</item>
<item>8</item>
</string-array>
<string-array name="cpu_power_mode_entries">
<item>HIGH(only big cores)</item>
<item>LOW(only LITTLE cores)</item>
<item>FULL(all cores)</item>
<item>NO_BIND(depends on system)</item>
<item>RAND_HIGH</item>
<item>RAND_LOW</item>
</string-array>
<string-array name="cpu_power_mode_values">
<item>LITE_POWER_HIGH</item>
<item>LITE_POWER_LOW</item>
<item>LITE_POWER_FULL</item>
<item>LITE_POWER_NO_BIND</item>
<item>LITE_POWER_RAND_HIGH</item>
<item>LITE_POWER_RAND_LOW</item>
</string-array>
<string-array name="input_color_format_entries">
<item>BGR color format</item>
<item>RGB color format</item>
</string-array>
<string-array name="input_color_format_values">
<item>BGR</item>
<item>RGB</item>
</string-array>
</resources>
\ No newline at end of file
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<?xml version="1.0" encoding="utf-8"?>
<resources>
<color name="colorPrimary">#008577</color>
<color name="colorPrimaryDark">#00574B</color>
<color name="colorAccent">#D81B60</color>
</resources>
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<resources>
<string name="app_name">Segmentation-demo</string>
<!-- image segmentation settings -->
<string name="ISG_CHOOSE_PRE_INSTALLED_MODEL_KEY">ISG_CHOOSE_PRE_INSTALLED_MODEL_KEY</string>
<string name="ISG_ENABLE_CUSTOM_SETTINGS_KEY">ISG_ENABLE_CUSTOM_SETTINGS_KEY</string>
<string name="ISG_MODEL_PATH_KEY">ISG_MODEL_PATH_KEY</string>
<string name="ISG_LABEL_PATH_KEY">ISG_LABEL_PATH_KEY</string>
<string name="ISG_IMAGE_PATH_KEY">ISG_IMAGE_PATH_KEY</string>
<string name="ISG_CPU_THREAD_NUM_KEY">ISG_CPU_THREAD_NUM_KEY</string>
<string name="ISG_CPU_POWER_MODE_KEY">ISG_CPU_POWER_MODE_KEY</string>
<string name="ISG_INPUT_COLOR_FORMAT_KEY">ISG_INPUT_COLOR_FORMAT_KEY</string>
<string name="ISG_INPUT_SHAPE_KEY">ISG_INPUT_SHAPE_KEY</string>
<string name="ISG_MODEL_PATH_DEFAULT">image_segmentation/models/deeplab_mobilenet_for_cpu</string>
<string name="ISG_LABEL_PATH_DEFAULT">image_segmentation/labels/label_list</string>
<string name="ISG_IMAGE_PATH_DEFAULT">image_segmentation/images/human.jpg</string>
<string name="ISG_CPU_THREAD_NUM_DEFAULT">1</string>
<string name="ISG_CPU_POWER_MODE_DEFAULT">LITE_POWER_HIGH</string>
<string name="ISG_INPUT_COLOR_FORMAT_DEFAULT">RGB</string>
<string name="ISG_INPUT_SHAPE_DEFAULT">1,3,513,513</string>
</resources>
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<resources>
<!-- Base application theme. -->
<style name="AppTheme" parent="Theme.AppCompat.Light.DarkActionBar">
<!-- Customize your theme here. -->
<item name="colorPrimary">@color/colorPrimary</item>
<item name="colorPrimaryDark">@color/colorPrimaryDark</item>
<item name="colorAccent">@color/colorAccent</item>
<item name="actionOverflowMenuStyle">@style/OverflowMenuStyle</item>
</style>
<style name="OverflowMenuStyle" parent="Widget.AppCompat.Light.PopupMenu.Overflow">
<item name="overlapAnchor">false</item>
</style>
<style name="AppTheme.NoActionBar">
<item name="windowActionBar">false</item>
<item name="windowNoTitle">true</item>
</style>
<style name="AppTheme.AppBarOverlay" parent="ThemeOverlay.AppCompat.Dark.ActionBar"/>
<style name="AppTheme.PopupOverlay" parent="ThemeOverlay.AppCompat.Light"/>
</resources>
deploy/lite/humanseg-android-demo/app/src/main/res/xml/settings_img_seg.xml 已删除 100644 → 0
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<?xml version="1.0" encoding="utf-8"?>
<PreferenceScreen xmlns:android="http://schemas.android.com/apk/res/android" >
<PreferenceCategory android:title="Model Settings">
<ListPreference
android:defaultValue="@string/ISG_MODEL_PATH_DEFAULT"
android:key="@string/ISG_CHOOSE_PRE_INSTALLED_MODEL_KEY"
android:negativeButtonText="@null"
android:positiveButtonText="@null"
android:title="Choose pre-installed models" />
<CheckBoxPreference
android:defaultValue="false"
android:key="@string/ISG_ENABLE_CUSTOM_SETTINGS_KEY"
android:summaryOn="Enable"
android:summaryOff="Disable"
android:title="Enable custom settings"/>
<EditTextPreference
android:key="@string/ISG_MODEL_PATH_KEY"
android:defaultValue="@string/ISG_MODEL_PATH_DEFAULT"
android:title="Model Path" />
<EditTextPreference
android:key="@string/ISG_LABEL_PATH_KEY"
android:defaultValue="@string/ISG_LABEL_PATH_DEFAULT"
android:title="Label Path" />
<EditTextPreference
android:key="@string/ISG_IMAGE_PATH_KEY"
android:defaultValue="@string/ISG_IMAGE_PATH_DEFAULT"
android:title="Image Path" />
</PreferenceCategory>
<PreferenceCategory android:title="CPU Settings">
<ListPreference
android:defaultValue="@string/ISG_CPU_THREAD_NUM_DEFAULT"
android:key="@string/ISG_CPU_THREAD_NUM_KEY"
android:negativeButtonText="@null"
android:positiveButtonText="@null"
android:title="CPU Thread Num"
android:entries="@array/cpu_thread_num_entries"
android:entryValues="@array/cpu_thread_num_values"/>
<ListPreference
android:defaultValue="@string/ISG_CPU_POWER_MODE_DEFAULT"
android:key="@string/ISG_CPU_POWER_MODE_KEY"
android:negativeButtonText="@null"
android:positiveButtonText="@null"
android:title="CPU Power Mode"
android:entries="@array/cpu_power_mode_entries"
android:entryValues="@array/cpu_power_mode_values"/>
</PreferenceCategory>
<PreferenceCategory android:title="Input Settings">
<ListPreference
android:defaultValue="@string/ISG_INPUT_COLOR_FORMAT_DEFAULT"
android:key="@string/ISG_INPUT_COLOR_FORMAT_KEY"
android:negativeButtonText="@null"
android:positiveButtonText="@null"
android:title="Input Color Format: BGR or RGB"
android:entries="@array/input_color_format_entries"
android:entryValues="@array/input_color_format_values"/>
<EditTextPreference
android:key="@string/ISG_INPUT_SHAPE_KEY"
android:defaultValue="@string/ISG_INPUT_SHAPE_DEFAULT"
android:title="Input Shape: (1,1,h,w) or (1,3,h,w)" />
</PreferenceCategory>
</PreferenceScreen>
deploy/lite/humanseg-android-demo/app/src/test/java/com/baidu/paddle/lite/demo/ExampleUnitTest.java 已删除 100644 → 0
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package com.baidu.paddle.lite.demo;
import org.junit.Test;
import static org.junit.Assert.*;
/**
* Example local unit test, which will execute on the development machine (host).
*
* @see <a href="http://d.android.com/tools/testing">Testing documentation</a>
*/
public class ExampleUnitTest {
@Test
public void addition_isCorrect() {
assertEquals(4, 2 + 2);
}
}
\ No newline at end of file
deploy/lite/humanseg-android-demo/build.gradle 已删除 100644 → 0
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// Top-level build file where you can add configuration options common to all sub-projects/modules.
buildscript {
repositories {
google()
jcenter()
}
dependencies {
classpath 'com.android.tools.build:gradle:3.4.0'
// NOTE: Do not place your application dependencies here; they belong
// in the individual module build.gradle files
}
}
allprojects {
repositories {
google()
jcenter()
}
}
task clean(type: Delete) {
delete rootProject.buildDir
}
deploy/lite/humanseg-android-demo/gradle.properties 已删除 100644 → 0
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# Project-wide Gradle settings.
# IDE (e.g. Android Studio) users:
# Gradle settings configured through the IDE *will override*
# any settings specified in this file.
# For more details on how to configure your build environment visit
# http://www.gradle.org/docs/current/userguide/build_environment.html
# Specifies the JVM arguments used for the daemon process.
# The setting is particularly useful for tweaking memory settings.
org.gradle.jvmargs=-Xmx1536m
# When configured, Gradle will run in incubating parallel mode.
# This option should only be used with decoupled projects. More details, visit
# http://www.gradle.org/docs/current/userguide/multi_project_builds.html#sec:decoupled_projects
# org.gradle.parallel=true
deploy/lite/humanseg-android-demo/gradle/wrapper/gradle-wrapper.properties 已删除 100644 → 0
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#Thu Aug 22 15:05:37 CST 2019
distributionBase=GRADLE_USER_HOME
distributionPath=wrapper/dists
zipStoreBase=GRADLE_USER_HOME
zipStorePath=wrapper/dists
distributionUrl=https\://services.gradle.org/distributions/gradle-5.1.1-all.zip
deploy/lite/humanseg-android-demo/gradlew 已删除 100644 → 0
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#!/usr/bin/env sh
##############################################################################
##
## Gradle start up script for UN*X
##
##############################################################################
# Attempt to set APP_HOME
# Resolve links: $0 may be a link
PRG="$0"
# Need this for relative symlinks.
while [ -h "$PRG" ] ; do
ls=`ls -ld "$PRG"`
link=`expr "$ls" : '.*-> \(.*\)$'`
if expr "$link" : '/.*' > /dev/null; then
PRG="$link"
else
PRG=`dirname "$PRG"`"/$link"
fi
done
SAVED="`pwd`"
cd "`dirname \"$PRG\"`/" >/dev/null
APP_HOME="`pwd -P`"
cd "$SAVED" >/dev/null
APP_NAME="Gradle"
APP_BASE_NAME=`basename "$0"`
# Add default JVM options here. You can also use JAVA_OPTS and GRADLE_OPTS to pass JVM options to this script.
DEFAULT_JVM_OPTS=""
# Use the maximum available, or set MAX_FD != -1 to use that value.
MAX_FD="maximum"
warn () {
echo "$*"
}
die () {
echo
echo "$*"
echo
exit 1
}
# OS specific support (must be 'true' or 'false').
cygwin=false
msys=false
darwin=false
nonstop=false
case "`uname`" in
CYGWIN* )
cygwin=true
;;
Darwin* )
darwin=true
;;
MINGW* )
msys=true
;;
NONSTOP* )
nonstop=true
;;
esac
CLASSPATH=$APP_HOME/gradle/wrapper/gradle-wrapper.jar
# Determine the Java command to use to start the JVM.
if [ -n "$JAVA_HOME" ] ; then
if [ -x "$JAVA_HOME/jre/sh/java" ] ; then
# IBM's JDK on AIX uses strange locations for the executables
JAVACMD="$JAVA_HOME/jre/sh/java"
else
JAVACMD="$JAVA_HOME/bin/java"
fi
if [ ! -x "$JAVACMD" ] ; then
die "ERROR: JAVA_HOME is set to an invalid directory: $JAVA_HOME
Please set the JAVA_HOME variable in your environment to match the
location of your Java installation."
fi
else
JAVACMD="java"
which java >/dev/null 2>&1 || die "ERROR: JAVA_HOME is not set and no 'java' command could be found in your PATH.
Please set the JAVA_HOME variable in your environment to match the
location of your Java installation."
fi
# Increase the maximum file descriptors if we can.
if [ "$cygwin" = "false" -a "$darwin" = "false" -a "$nonstop" = "false" ] ; then
MAX_FD_LIMIT=`ulimit -H -n`
if [ $? -eq 0 ] ; then
if [ "$MAX_FD" = "maximum" -o "$MAX_FD" = "max" ] ; then
MAX_FD="$MAX_FD_LIMIT"
fi
ulimit -n $MAX_FD
if [ $? -ne 0 ] ; then
warn "Could not set maximum file descriptor limit: $MAX_FD"
fi
else
warn "Could not query maximum file descriptor limit: $MAX_FD_LIMIT"
fi
fi
# For Darwin, add options to specify how the application appears in the dock
if $darwin; then
GRADLE_OPTS="$GRADLE_OPTS \"-Xdock:name=$APP_NAME\" \"-Xdock:icon=$APP_HOME/media/gradle.icns\""
fi
# For Cygwin, switch paths to Windows format before running java
if $cygwin ; then
APP_HOME=`cygpath --path --mixed "$APP_HOME"`
CLASSPATH=`cygpath --path --mixed "$CLASSPATH"`
JAVACMD=`cygpath --unix "$JAVACMD"`
# We build the pattern for arguments to be converted via cygpath
ROOTDIRSRAW=`find -L / -maxdepth 1 -mindepth 1 -type d 2>/dev/null`
SEP=""
for dir in $ROOTDIRSRAW ; do
ROOTDIRS="$ROOTDIRS$SEP$dir"
SEP="|"
done
OURCYGPATTERN="(^($ROOTDIRS))"
# Add a user-defined pattern to the cygpath arguments
if [ "$GRADLE_CYGPATTERN" != "" ] ; then
OURCYGPATTERN="$OURCYGPATTERN|($GRADLE_CYGPATTERN)"
fi
# Now convert the arguments - kludge to limit ourselves to /bin/sh
i=0
for arg in "$@" ; do
CHECK=`echo "$arg"|egrep -c "$OURCYGPATTERN" -`
CHECK2=`echo "$arg"|egrep -c "^-"` ### Determine if an option
if [ $CHECK -ne 0 ] && [ $CHECK2 -eq 0 ] ; then ### Added a condition
eval `echo args$i`=`cygpath --path --ignore --mixed "$arg"`
else
eval `echo args$i`="\"$arg\""
fi
i=$((i+1))
done
case $i in
(0) set -- ;;
(1) set -- "$args0" ;;
(2) set -- "$args0" "$args1" ;;
(3) set -- "$args0" "$args1" "$args2" ;;
(4) set -- "$args0" "$args1" "$args2" "$args3" ;;
(5) set -- "$args0" "$args1" "$args2" "$args3" "$args4" ;;
(6) set -- "$args0" "$args1" "$args2" "$args3" "$args4" "$args5" ;;
(7) set -- "$args0" "$args1" "$args2" "$args3" "$args4" "$args5" "$args6" ;;
(8) set -- "$args0" "$args1" "$args2" "$args3" "$args4" "$args5" "$args6" "$args7" ;;
(9) set -- "$args0" "$args1" "$args2" "$args3" "$args4" "$args5" "$args6" "$args7" "$args8" ;;
esac
fi
# Escape application args
save () {
for i do printf %s\\n "$i" | sed "s/'/'\\\\''/g;1s/^/'/;\$s/\$/' \\\\/" ; done
echo " "
}
APP_ARGS=$(save "$@")
# Collect all arguments for the java command, following the shell quoting and substitution rules
eval set -- $DEFAULT_JVM_OPTS $JAVA_OPTS $GRADLE_OPTS "\"-Dorg.gradle.appname=$APP_BASE_NAME\"" -classpath "\"$CLASSPATH\"" org.gradle.wrapper.GradleWrapperMain "$APP_ARGS"
# by default we should be in the correct project dir, but when run from Finder on Mac, the cwd is wrong
if [ "$(uname)" = "Darwin" ] && [ "$HOME" = "$PWD" ]; then
cd "$(dirname "$0")"
fi
exec "$JAVACMD" "$@"
deploy/lite/humanseg-android-demo/gradlew.bat 已删除 100644 → 0
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@if "%DEBUG%" == "" @echo off
@rem ##########################################################################
@rem
@rem Gradle startup script for Windows
@rem
@rem ##########################################################################
@rem Set local scope for the variables with windows NT shell
if "%OS%"=="Windows_NT" setlocal
set DIRNAME=%~dp0
if "%DIRNAME%" == "" set DIRNAME=.
set APP_BASE_NAME=%~n0
set APP_HOME=%DIRNAME%
@rem Add default JVM options here. You can also use JAVA_OPTS and GRADLE_OPTS to pass JVM options to this script.
set DEFAULT_JVM_OPTS=
@rem Find java.exe
if defined JAVA_HOME goto findJavaFromJavaHome
set JAVA_EXE=java.exe
%JAVA_EXE% -version >NUL 2>&1
if "%ERRORLEVEL%" == "0" goto init
echo.
echo ERROR: JAVA_HOME is not set and no 'java' command could be found in your PATH.
echo.
echo Please set the JAVA_HOME variable in your environment to match the
echo location of your Java installation.
goto fail
:findJavaFromJavaHome
set JAVA_HOME=%JAVA_HOME:"=%
set JAVA_EXE=%JAVA_HOME%/bin/java.exe
if exist "%JAVA_EXE%" goto init
echo.
echo ERROR: JAVA_HOME is set to an invalid directory: %JAVA_HOME%
echo.
echo Please set the JAVA_HOME variable in your environment to match the
echo location of your Java installation.
goto fail
:init
@rem Get command-line arguments, handling Windows variants
if not "%OS%" == "Windows_NT" goto win9xME_args
:win9xME_args
@rem Slurp the command line arguments.
set CMD_LINE_ARGS=
set _SKIP=2
:win9xME_args_slurp
if "x%~1" == "x" goto execute
set CMD_LINE_ARGS=%*
:execute
@rem Setup the command line
set CLASSPATH=%APP_HOME%\gradle\wrapper\gradle-wrapper.jar
@rem Execute Gradle
"%JAVA_EXE%" %DEFAULT_JVM_OPTS% %JAVA_OPTS% %GRADLE_OPTS% "-Dorg.gradle.appname=%APP_BASE_NAME%" -classpath "%CLASSPATH%" org.gradle.wrapper.GradleWrapperMain %CMD_LINE_ARGS%
:end
@rem End local scope for the variables with windows NT shell
if "%ERRORLEVEL%"=="0" goto mainEnd
:fail
rem Set variable GRADLE_EXIT_CONSOLE if you need the _script_ return code instead of
rem the _cmd.exe /c_ return code!
if not "" == "%GRADLE_EXIT_CONSOLE%" exit 1
exit /b 1
:mainEnd
if "%OS%"=="Windows_NT" endlocal
:omega
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