ai-vs-human / README.md
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---
title: AI vs Human Text Classifier
emoji: πŸš€
colorFrom: indigo
colorTo: pink
sdk: streamlit
sdk_version: 1.32.2
app_file: app.py
pinned: false
---
# 🧠 AI vs Human Text Detector
This project is a machine learning-based system designed to distinguish between text written by a **human** and that generated by an **AI language model** (e.g., ChatGPT). It uses deep learning and text embeddings to analyze writing patterns and classify them accurately.
---
## πŸ“Œ Features
- βœ… Binary classification: AI-generated vs Human-written text
- πŸ“ˆ Achieved **92% accuracy** and **0.89 F1-Score**
- πŸ” Embedding + Deep Learning model
- πŸ“Š Evaluation on real-world prompts and datasets
- πŸ§ͺ Trained and tested using clean, balanced samples
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## πŸš€ Live Demo
πŸ”— **[Try it on Hugging Face Spaces](https://huggingface.co/spaces/SerialGuy/ai-vs-human)**
> Enter a piece of text and the model will predict whether it's written by an AI or a human.
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## πŸ“‚ Repository Structure
```bash
.
β”œβ”€β”€ train_model.ipynb # Notebook to preprocess and train the model
β”œβ”€β”€ requirements.txt # (Optional) Dependencies
└── README.md # Project overview and instructions