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## 🏗️ Project Structure
```bash
AI-Checker/
│
├── app.py # Main FastAPI entry point
├── config.py # Configuration settings
├── Dockerfile # Docker build script
├── Procfile # Deployment entry for platforms like Heroku/Railway
├── requirements.txt # Python dependency list
├── README.md # Main project overview 📘
│
├── features/ # Core AI content detection modules
│ ├── image_classifier/ # Classifies AI vs Real images
│ │ ├── controller.py
│ │ ├── model_loader.py
│ │ └── preprocess.py
│ ├── image_edit_detector/ # Detects tampered or edited images
│ ├── nepali_text_classifier/ # Classifies Nepali text as AI or Human
│ │ ├── controller.py
│ │ ├── inferencer.py
│ │ ├── model_loader.py
│ │ └── preprocess.py
│ └── text_classifier/ # Classifies English text as AI or Human
│ ├── controller.py
│ ├── inferencer.py
│ ├── model_loader.py
│ └── preprocess.py
│
├── docs/ # Internal documentation and API references
│ ├── api_endpoints.md
│ ├── deployment.md
│ ├── detector/
│ │ ├── ELA.md
│ │ ├── fft.md
│ │ ├── meta.md
│ │ └── note-for-backend.md
│ ├── features/
│ │ ├── image_classifier.md
│ │ ├── nepali_text_classifier.md
│ │ └── text_classifier.md
│ ├── functions.md
│ ├── nestjs_integration.md
│ ├── security.md
│ ├── setup.md
│ └── structure.md
│
├── IMG_Models/ # Stored model weights
│ └── latest-my_cnn_model.h5
│
├── notebooks/ # Experimental/debug Jupyter notebooks
├── static/ # Static files (e.g., UI assets, test inputs)
└── test.md # Test usage notes
```
### 🌟 Key Files and Their Roles
- **`app.py`**: Entry point initializing FastAPI app and routes.
- **`Procfile`**: Tells Railway (or similar platforms) how to run the program.
- **`requirements.txt`**: Tracks all Python dependencies for the project.
- **`__init__.py`**: Package initializer for the root module and submodules.
- **`features/text_classifier/`**
- **`controller.py`**: Handles logic between routes and the model.
- **`inferencer.py`**: Runs inference and returns predictions as well as file system
utilities.
- **`features/NP/`**
- **`controller.py`**: Handles logic between routes and the model.
- **`inferencer.py`**: Runs inference and returns predictions as well as file system
utilities.
- **`model_loader.py`**: Loads the ML model and tokenizer.
- **`preprocess.py`**: Prepares input text for the model.
- **`routes.py`**: Defines API routes for text classification.
[🔙 Back to Main README](../README.md)
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