shubham0204/spam_classification_android_demo

An Android Project to demonstrate the use of a TensorFlow Lite model to classify spam messages.

Spam Classification Android Demo

An Android Project to demonstrate the use of a TensorFlow Lite model to classify spam messages.

Updates

January 2024

• Replaced XML-based UI with Jetpack Compose
• Set compileSdk=34
• Async inference in Classifier.kt with Coroutines
• Added version catalogs
• Replaced Groovy build scripts with Kotlin build scripts

February 2021

• Improved Classifier.kt by removing unwanted methods.
• Added documentation for classes and methods in Classifier.kt and MainActivity.kt.
• Replaced AsyncTask with Kotlin Coroutines.

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spam_classification_android_demo's Issues

Hello, please is there a java version for this code ? thank you.

Spam_Classification_Android_Demo Crashed

Hi, I trained the model using a dataset of Russian sms messages with an accuracy of 80 percent. I am trying to build a project in Android Studio. I install it on my phone via APK Installer, but everything is unsuccessful. Crashes when the Classify button is pressed. I really liked your idea and I wanted to do something similar for SMS messages in Russian. Please tell me can you help me? I have Python code, only build problem in Android Studio.

app is Crashed

hi bro how are u
app is Crashed

here

fun padSequence(
    sequence : IntArray
) : IntArray {
    val paddedSequence = IntArray( 120 ){ 0 }
    sequence.forEachIndexed { index, i ->
        paddedSequence[i] = index
    }
    return paddedSequence
}

java index out of bounds exception