AutheText-AI

v1.0 Model Live

Detect AI-Generated Text Instantly

ML-powered detection using TF-IDF & Logistic Regression — runs entirely in your browser. No data sent anywhere.

check_circleOpen Source
check_circleNo Data Stored
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science Live Demo

Real-Time Authenticity Check

Paste any text and get instant AI vs. Human classification with confidence scores.

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Paste text to analyze
Perplexity
Burstiness

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auto_fix_high AI Humanizer

Humanize AI Text Instantly

Paste AI-generated text and get a naturally rewritten, human-sounding version — bypass AI detectors with one click.

Text Humanizer Engine
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Your humanized text will appear here...
settings_suggest Technology

Under the Hood

Our pipeline converts raw text into TF-IDF feature vectors and classifies them using a trained Logistic Regression model.

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Text Input

Raw text is received, cleaned, and validated with a minimum 50-word requirement.

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TF-IDF Vectorization

Text is transformed into 5,000-dimensional feature vectors using unigram & bigram analysis.

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Classification

A Logistic Regression classifier outputs the probability of AI-generated or human-written text.

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Real ML-Based

Supervised ML model using TF-IDF feature extraction and Logistic Regression classification.

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Validated Accuracy

Trained on 1,000+ labeled samples with 80/20 split using precision, recall, and F1-score.

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Transparent Results

Every prediction includes a confidence score so you can assess reliability before deciding.

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Privacy First

All analysis runs in your browser. No data ever leaves your device.

code Stack

Built with robust technology

Industry-standard Python ML libraries for reliable text classification.

Python scikit-learn TF-IDF Logistic Regression Flask API Joblib

REST API Integration

Send a POST request to /predict and receive instant results.

POST /predict

{ "text": "Your text here..." }

// Response:
{ "prediction": "Human Written",
  "confidence": 0.85 }
groups Use Cases

Designed For

school

Educational Institutions

Screen student essays and research papers for AI-generated content.

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Publishers & Media

Screen submissions for AI-generated writing in editorial workflows.

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Recruitment Platforms

Additional analysis for application responses and written assessments.