Signal for Help Detection

🚨 A real-time AI-powered system to detect the "Signal for Help" gesture and report emergencies.

Description

This project leverages AI, machine learning, and computer vision to detect the "Signal for Help" gesture in real-time video feeds. It identifies the gesture, detects faces, and reports incidents to authorities with precise location details.

Features

• Real-time gesture recognition using a trained AI model with TensorFlow and Keras.
• Hand detection powered by Mediapipe and OpenCV.
• Location tracking via Google Maps API.
• Automated reporting using smtplib for email notifications.
• Data augmentation and preprocessing using scikit-learn and advanced image processing techniques.

Installation

1. Clone the repository:

   git clone https://github.com/ahmetger0934/Signal-for-Help-Detection.git
   

2. Navigate to the project directory:

   cd Signal-for-Help-Detection
   

3. Install the required packages:

   pip install -r requirements.txt
   

4. Download the pre-trained model and place it in the models directory.

Usage