sachinndhimann / nudity-detection

# Nudity Detection API

This project implements a nudity detection API using Python, Flask, and the nudenet library. The API allows you to upload an image and detect nudity in it. If nudity is detected, the API applies a blur effect to the nudity regions.

## Installation

1. Clone the repository:

   ```shell
   git clone <repository_url>

2. Install the required dependencies:

   pip install -r requirements.txt

Usage

Run the API

1. Start the Flask server:

   python api.py

2. The API is now running locally at http://localhost:5000.

API Endpoint

• POST /detect: Upload an image file with the key image to detect nudity. The API will return a JSON response containing the nudity_detected flag and the processed image.

Example

curl -X POST -F "image=@/path/to/image.jpg" http://localhost:5000/detect

Project Structure

The project structure is as follows:

• main.py: Entry point for running the code locally with machine's camera setup.
• api.py: Entry point for running the API.
• camera.py: Module for interacting with the camera and capturing frames.
• nude_detector.py: Module encapsulating the nudity detection functionality using the nudenet library.
• utils/: Directory containing utility modules for image processing and blur effect.
• utils/image_processing.py: Module for loading and processing images.
• utils/blur.py: Module for applying blur effect to specific image regions.
• requirements.txt: List of required libraries and dependencies.
• README.md: This file, providing project documentation.

Contributing

Contributions are welcome! If you find any issues or have suggestions for improvements, please open an issue or submit a pull request.

License

This project is licensed under the MIT License.

Feel free to customize the README.md file according to your specific project details and requirements.