This project aims to develop a real-time water level detection system using a webcam and computer vision techniques. The system captures video frames, processes each frame to detect water levels, and displays the water level on the frame. It uses simple image processing techniques like grayscale conversion, thresholding, and contour detection to identify and highlight the water level in the video feed.

The objective of this project is to create an automated system that can detect water levels in real-time, providing a potential tool for monitoring water levels in tanks, reservoirs, or other relevant applications.

• 🎥 Real-time water level detection using a webcam
• 🌊 Drawing contours around detected water levels
• 🛠️ Simple thresholding and contour detection algorithm
• 🚨 Displaying visual feedback when water levels are detected

• Webcam

• OpenCV
• NumPy

Detecting Falls Run the application, and it will start the webcam feed. The system will detect humans in the frame, draw stick figures around them, and display an alert if a fall is detected.

• OpenCV
• NumPy

1. Clone the Repository

   Clone the repository to your local machine:

   git clone https://github.com/JayxTG/Water-Level-Monitor-OpenCV.git

2. Install Dependencies Navigate to the project directory and install the required dependencies:

   pip install -r requirements.txt
   

3. Run the Application Execute the main script to start the fall detection system:

   python src/fall_detection.py
   

• OpenCV community for the computer vision tools
• NumPy community for the numerical computation tools

Author: Jayamadu Gammune

Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.

DISCLAIMER: This code is provided for educational and informational purposes only. It is still under development and may contain bugs or inaccuracies. The authors are not responsible for any damage or loss resulting from the use of this code. Use at your own risk.