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Annaparavai

An AI-generated vs Human-written text detector for Tamil and Malayalam languages

Installation

pip install Annaparavai

Usage

from Annaparavai import TextDetector

# Initialize detector (choose language: 'Tamil' or 'Malayalam')
detector = TextDetector(language='Tamil')

# Example texts to classify
text = "இது பழுதாக போயிட்டுது."
# text = "ഈ പാൽതന്തു മാവ് ഉപയോഗിച്ചപ്പോൾ എനിക്ക് സംതൃപ്തിയില്ല."
prediction = detector.predict(text)
print(prediction[0])

About

This repository contains the implementation of a transfer learning-based approach for detecting AI-generated product reviews in Tamil and Malayalam. It includes pretrained model embeddings, deep neural networks, and an ensemble method to enhance classification accuracy.

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