Real-Time Fall Alert and Pose Detection System Using Raspberry Pi, USB Camera, and OpenCV
Objective
The objective of this paper is to develop a fall alert and pose detection system using a Raspberry Pi and USB camera, leveraging OpenCV for real-time monitoring. The system aims to enhance safety by detecting falls and specific poses, and triggering alerts to address potential risks promptly.
Abstract
This paper presents a comprehensive solution for fall alert and pose detection leveraging a Raspberry Pi, USB camera, and the OpenCV Python library. The system is designed to enhance safety by continuously monitoring individuals and detecting fall incidents in real-time. The USB camera captures video frames, which are then processed by the Raspberry Pi using advanced computer vision techniques. By applying a pre-trained pose estimation model, the system identifies and displays whether a person is present in the frame. Additionally, it recognizes specific poses, including fall poses, and triggers an alert mechanism when a fall is detected. This solution aims to provide a cost-effective, reliable, and efficient method for monitoring the safety of individuals, particularly in environments where the risk of falls is significant.
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Block Diagram
Specifications
Hardware Requirements
- Raspberry pi
- Usb camera
Software Requirements
- OpenCV Python
- raspbian OS
Learning Outcomes
- Raspberry pi diagram and architecture
- How to install rasbian os IDE software
- Setting up and installation procedure for Raspberry pi
- Introduction to Raspberry pi IDE
- Basic coding in Raspberry pi IDE
- Working of flex sensor
- Working of power supply
- About Project Development Life Cycle:
- Planning and Requirement Gathering (software’s, Tools, Hardware components, etc.,)
- Schematic preparation
- Code development and debugging
- Hardware development and debugging
- Development of the Project and Output testing
- Practical exposure to:
- Hardware and software tools.
- Solution providing for real time problems.
- Working with team/ individual.
- Work on Creative ideas.
- Project development Skills
- Problem analyzing skills
- Problem solving skills
- Creativity and imaginary skills
- Programming skills
- Deployment
- Testing skills
- Debugging skills
- Project presentation skills
Paper Publishing
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