kongkip

// set no compress for tflite

compileOptions {
    sourceCompatibility JavaVersion.VERSION_1_8
    targetCompatibility JavaVersion.VERSION_1_8
}

android {
    aaptOptions {
        noCompress "tflite"

kongkip

<?xml version="1.0" encoding="utf-8"?>
<androidx.constraintlayout.widget.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:id="@+id/frameLayout"
    android:layout_width="match_parent"
    android:layout_height="match_parent"
    tools:context=".ClassificationActivity">

kongkip

package com.example.funitureclassifier

import android.app.Activity
import android.graphics.Bitmap
import android.graphics.RectF
import com.example.funitureclassifier.Keys.IMAGE_MEAN
import com.example.funitureclassifier.Keys.IMAGE_STD
import com.example.funitureclassifier.Keys.LABEL_FILENAME

import com.example.funitureclassifier.Keys.MAX_RESULTS

kongkip

inner class Classify: ImageAnalysis.Analyzer {
        @SuppressLint("SetTextI18n")
        override fun analyze(imageProxy: ImageProxy?, rotationDegrees: Int) {
            // get bitmap from the camera finder view
            val imgBitmap = rotateImage(viewFinder.bitmap,
                rotationDegrees.toFloat())
            val recognitions = imageClassifier!!.classifyImage(
                imgBitmap, rotationDegrees)
            runOnUiThread {
                val empty = "       "

kongkip

private fun startCamera() {
        CameraX.unbindAll()

        val previewConfig = PreviewConfig.Builder().apply {
            setTargetResolution(Size(1920, 1080))
            setTargetRotation(viewFinder.display.rotation)
        }.build()

        // Build the viewFinder use case
        val preview = Preview(previewConfig)

kongkip

package com.example.funitureclassifier

import android.graphics.Bitmap
import android.graphics.BitmapFactory
import android.graphics.Matrix
import android.media.Image
import androidx.camera.core.ImageAnalysis
import androidx.camera.core.ImageProxy

kongkip

class ClassicficationActivity : AppCompatActivity() {
    
    private val REQUEST_CAMERA_CODE = 13
    private val PERMISSIONS = arrayOf(Manifest.permission.CAMERA)
    
    private val executor = Executors.newSingleThreadExecutor()

    private var textResult1: TextView? = null
    private var textResult2: TextView? = null
    private var textResult3: TextView? = null

kongkip

private fun startCamera() {
        CameraX.unbindAll()

        val previewConfig = PreviewConfig.Builder().apply{
            setTargetResolution(Size(680, 400 ))
            setTargetRotation(viewFinder.display.rotation)
        }.build()

        // Build the viewFinder use case
        val preview = Preview(previewConfig)

kongkip

class ImageClassifier() AppCompatActivity{
      var bundle: Bundle? = null
}

kongkip

import pandas as pd
import matplotlib.pyplot as plt