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some update
1 parent 20cc8a2 commit 40c4bd4

5 files changed

Lines changed: 123 additions & 6 deletions

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‎build.gradle‎

Lines changed: 2 additions & 2 deletions
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@@ -1,8 +1,8 @@
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// Top-level build file where you can add configuration options common to all sub-projects/modules.
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plugins {
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id 'com.android.application' version '8.9.0' apply false
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id 'com.android.library' version '8.9.0' apply false
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id 'com.android.application' version '8.9.1' apply false
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id 'com.android.library' version '8.9.1' apply false
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id 'org.jetbrains.kotlin.android' version '2.0.20' apply false
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id 'com.google.devtools.ksp' version '2.0.10-1.0.24' apply false
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id 'org.jetbrains.kotlin.plugin.compose' version '2.0.20' apply false

‎buildSrc/build.gradle‎

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@@ -9,7 +9,7 @@ dependencies {
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// implementation localGroovy()
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implementation 'org.jetbrains.kotlin:kotlin-stdlib:2.1.0'
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// 添加了这个，就可以看 Android Gradle 插件的源码了
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implementation 'com.android.tools.build:gradle-api:8.9.0'
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implementation 'com.android.tools.build:gradle-api:8.9.1'
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// implementation "org.jetbrains.kotlin:kotlin-script-runtime:1.3.40"
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implementation 'com.google.code.gson:gson:2.11.0'
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implementation 'com.android.tools:common:31.7.3'

‎subs/ai/src/main/java/com/engineer/ai/FastStyleTransActivity.kt‎

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package com.engineer.ai
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import android.os.Bundle
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import android.util.Log
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import androidx.appcompat.app.AppCompatActivity
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import com.engineer.ai.databinding.ActivityGanBinding
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import com.engineer.ai.databinding.ActivityTansStyleBinding
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import com.engineer.ai.util.AndroidAssetsFileUtil
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import com.engineer.ai.util.Utils
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import org.pytorch.IValue
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import org.pytorch.LiteModuleLoader
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import org.pytorch.Module
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import org.pytorch.Tensor
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import java.util.Random
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class FastStyleTransActivity : AppCompatActivity() {
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private val TAG = "FastStyleTransActivity"
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private lateinit var module: Module
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private val modelName = "dcgan.pt"
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private lateinit var viewBinding: ActivityTansStyleBinding
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override fun onCreate(savedInstanceState: Bundle?) {
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super.onCreate(savedInstanceState)
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viewBinding = ActivityTansStyleBinding.inflate(layoutInflater)
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setContentView(viewBinding.root)
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initModel()
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viewBinding.gen.setOnClickListener {
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genImage()
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}
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}
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private fun genImage() {
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val zDim = intArrayOf(1, 100)
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val outDims = intArrayOf(64, 64, 3)
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Log.d(TAG, zDim.contentToString())
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val z = FloatArray(zDim[0] * zDim[1])
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Log.d(TAG, "z = ${z.contentToString()}")
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val rand = Random()
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// 生成高斯随机数
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for (c in 0 until zDim[0] * zDim[1]) {
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z[c] = rand.nextGaussian().toFloat()
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}
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Log.d(TAG, "z = ${z.contentToString()}")
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val shape = longArrayOf(1, 100)
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val tensor = Tensor.fromBlob(z, shape)
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Log.d(TAG, tensor.dataAsFloatArray.contentToString())
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val resultT = module.forward(IValue.from(tensor)).toTensor()
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val resultArray = resultT.dataAsFloatArray
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val resultImg = Array(outDims[0]) { Array(outDims[1]) { FloatArray(outDims[2]) { 0.0f } } }
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var index = 0
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// 根据输出的一维数组，解析生成的卡通图像
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for (j in 0 until outDims[2]) {
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for (k in 0 until outDims[0]) {
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for (m in 0 until outDims[1]) {
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resultImg[k][m][j] = resultArray[index] * 127.5f + 127.5f
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index++
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}
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}
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}
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val bitmap = Utils.getBitmap(resultImg, outDims)
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viewBinding.transResult.setImageBitmap(bitmap)
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}
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private fun initModel() {
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module = LiteModuleLoader.load(AndroidAssetsFileUtil.assetFilePath(this, modelName))
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}
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}

‎subs/ai/src/main/java/com/engineer/ai/GanActivity.kt‎

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@@ -1,6 +1,7 @@
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package com.engineer.ai
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import android.os.Bundle
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import android.util.Log
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import androidx.appcompat.app.AppCompatActivity
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import com.engineer.ai.databinding.ActivityGanBinding
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import com.engineer.ai.util.AndroidAssetsFileUtil
@@ -13,6 +14,7 @@ import java.util.Random
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class GanActivity : AppCompatActivity() {
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private val TAG = "GanActivity"
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private lateinit var module: Module
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private val modelName = "dcgan.pt"
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@@ -30,17 +32,18 @@ class GanActivity : AppCompatActivity() {
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private fun genImage() {
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val zDim = intArrayOf(1, 100)
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val outDims = intArrayOf(64, 64, 3)
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Log.d(TAG, zDim.contentToString())
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val z = FloatArray(zDim[0] * zDim[1])
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Log.d(TAG,"z = ${z.contentToString()}")
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val rand = Random()
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// 生成高斯随机数
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for (c in 0 until zDim[0] * zDim[1]) {
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z[c] = rand.nextGaussian().toFloat()
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}
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Log.d(TAG,"z = ${z.contentToString()}")
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val shape = longArrayOf(1, 100)
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val tensor = Tensor.fromBlob(z, shape)
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Log.d(TAG, tensor.dataAsFloatArray.contentToString())
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val resultT = module.forward(IValue.from(tensor)).toTensor()
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val resultArray = resultT.dataAsFloatArray
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val resultImg = Array(outDims[0]) { Array(outDims[1]) { FloatArray(outDims[2]) { 0.0f } } }

‎subs/ai/src/main/res/layout/activity_tans_style.xml‎

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<?xml version="1.0" encoding="utf-8"?>
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<androidx.constraintlayout.widget.ConstraintLayout xmlns:android="http://schemas.android.com/apk/res/android"
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xmlns:app="http://schemas.android.com/apk/res-auto"
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android:layout_width="match_parent"
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android:layout_height="match_parent">
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<Button
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android:id="@+id/pick_img"
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android:layout_width="0dp"
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android:layout_height="wrap_content"
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android:layout_margin="5dp"
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android:text="pick_img"
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app:layout_constraintBottom_toBottomOf="parent"
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app:layout_constraintEnd_toStartOf="@id/gen"
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app:layout_constraintStart_toStartOf="parent" />
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<Button
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android:id="@+id/gen"
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android:layout_width="0dp"
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android:layout_height="wrap_content"
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android:layout_margin="5dp"
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android:text="gan_gen"
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app:layout_constraintBottom_toBottomOf="parent"
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app:layout_constraintEnd_toEndOf="parent"
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app:layout_constraintStart_toEndOf="@id/pick_img" />
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<ImageView
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android:id="@+id/pick_result"
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android:layout_width="match_parent"
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android:layout_height="0dp"
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android:layout_margin="5dp"
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app:layout_constraintBottom_toTopOf="@id/trans_result"
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app:layout_constraintTop_toTopOf="parent" />
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<ImageView
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android:id="@+id/trans_result"
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android:layout_width="match_parent"
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android:layout_height="0dp"
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android:layout_margin="5dp"
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app:layout_constraintBottom_toTopOf="@id/gen"
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app:layout_constraintTop_toBottomOf="@id/pick_result" />
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</androidx.constraintlayout.widget.ConstraintLayout>

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