https://github.com/DadaNanjesha/AI-Text-Humanizer-App
Transform AI-generated text into formal, human-like, and academic writing with ease, avoids AI detector!
https://github.com/DadaNanjesha/AI-Text-Humanizer-App
ai-humanizer natural-language-processing nltk nltk-python nltk-tokenizer open-source python3 transformers
Last synced: 5 days ago
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Transform AI-generated text into formal, human-like, and academic writing with ease, avoids AI detector!
- Host: GitHub
- URL: https://github.com/DadaNanjesha/AI-Text-Humanizer-App
- Owner: DadaNanjesha
- License: mit
- Created: 2025-02-07T22:50:07.000Z (over 1 year ago)
- Default Branch: main
- Last Pushed: 2025-11-11T15:41:10.000Z (7 months ago)
- Last Synced: 2026-04-11T08:28:28.761Z (2 months ago)
- Topics: ai-humanizer, natural-language-processing, nltk, nltk-python, nltk-tokenizer, open-source, python3, transformers
- Language: Python
- Homepage: https://ai-text-humanizer-app-by-dada.streamlit.app/
- Size: 519 KB
- Stars: 249
- Watchers: 2
- Forks: 88
- Open Issues: 2
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
# ✨ AI Text Humanizer App ✨
Transform AI-generated text into **formal, human-like, and academic writing** with ease, avoids AI detector! 🚀
## Note : (Try It )
Building new version of this project here in this repos [https://github.com/DadaNanjesha/AI-content-detector-Humanizer](https://github.com/DadaNanjesha/AI-content-detector-Humanizer)
## 📌 Features
✅ **AI-Powered Text Refinement**: Converts AI-generated or informal text into a more **academic** and **human-like** format.
✅ **Expand Contractions**: Transforms "don't" → "do not", "it's" → "it is", making text **formal**.
✅ **Add Academic Transitions**: Enhances coherence with phrases like **"Moreover"**, **"Therefore"**, etc.
✅ **Passive Voice Conversion** *(Optional)*: "The researcher conducted the study" → "The study was conducted".
✅ **Synonym Replacement** *(Optional)*: Replaces words with **more sophisticated alternatives**.
✅ **Word & Sentence Statistics**: Instantly view **word and sentence counts** before and after transformation.
✅ **Streamlit Web Interface**: Use a simple **web app** to input, transform, and copy text effortlessly.
---
## 🚀 Live
🔗 **[Try the AI Text Humanizer App on Streamlit](https://ai-text-humanizer-app-by-dada.streamlit.app/)** *
---
## 📥 Installation
### 1️⃣ Clone the Repository
```bash
git clone https://github.com/DadaNanjesha/AI-Text-Humanizer-App.git
cd AI-Text-Humanizer-App
```
### 2️⃣ Set Up a Virtual Environment (Recommended)
```bash
python -m venv venv
source venv/bin/activate # Linux/Mac
venv\Scripts\activate # Windows
```
### 3️⃣ Install Dependencies
```bash
pip install --upgrade pip
pip install -r requirements.txt
```
### 4️⃣ Download NLP Models
```bash
python -m spacy download en_core_web_sm
python -c "import nltk; nltk.download('punkt'); nltk.download('wordnet'); nltk.download('averaged_perceptron_tagger');"
```
---
## 🖥️ Usage
### 🎯 **Run the Streamlit Web App**
```bash
streamlit run main.py
```
- This will **open a browser** at `http://localhost:8501` 🎉
- Paste or upload your text, apply transformations, and see instant results!
---
## 🛠️ Deployment
### 📌 **Deploying on Streamlit Cloud**
1. Push your repo to GitHub.
2. Ensure `setup.sh` is in the repo root.
3. Link your **GitHub repo** to **Streamlit Cloud** & specify `app.py` as the entry point.
4. Streamlit Cloud will handle the deployment automatically.
---
## 📂 Project Structure
```
AI-Text-Humanizer-App/
├── app.py # Streamlit Web Interface
├── main.py # PyQt Desktop Interface (Optional)
├── requirements.txt # Dependencies
├── setup.sh # Auto-installs NLP models
├── transformer/ # Contains text transformation logic
│ ├── __init__.py
│ └── app.py # AI Text Humanization Engine
├── .github/workflows/ # GitHub CI/CD Config
│ ├── ci.yml # CI/CD for GitHub Actions
│
└── README.md
# You are here! 🚀
```
---
## 👨💻 Contributing
🙌 We welcome contributions! Follow these simple steps:
1. **Fork** this repository.
2. **Create a new branch** (`git checkout -b feature-branch`).
3. **Commit your changes** (`git commit -m "Add new feature"`).
4. **Push to GitHub** (`git push origin feature-branch`).
5. **Open a Pull Request** and let’s improve the project together! 🚀
---
## 📄 License
📝 This project is licensed under the **MIT License** – feel free to use and modify it as needed.
---
## ⭐️ Support & Call-to-Action
If you find this project useful, please consider:
- **Starring** the repository ⭐️
- **Forking** the project to contribute enhancements
- **Following** for updates on future improvements
Your engagement helps increase visibility and encourages further collaboration!
---
## 📞 Contact & Support
For any issues or feature requests, feel free to:
📩 **Open an Issue**: [GitHub Issues](https://github.com/DadaNanjesha/AI-Text-Humanizer-App/issues)
👨💻 **Maintainer**: [@DadaNanjesha](https://github.com/DadaNanjesha)
---
🔥 **Transform Your AI-Generated Text with Ease!** ✨