Sitfix-ai Documentation

Contributers

Author: Aviraj Saha

Table of Contents

• Dependencies
• License
• How to Contribute
• Working Principle of Functions
  • initialize_pose_model
  • capture_video
  • process_frame
  • display_posture_status
  • process_video
• Time and Space Complexity
• Environment Setup
• Code of Conduct

Dependencies

• Python (>= 3.10)
• OpenCV
• MediaPipe

License

This project is licensed under the MIT License - see the LICENSE.md file for details.

Keywords

pass

How to Contribute

We welcome contributions! Please follow our contribution guidelines.

Working Principle of Functions

initialize_pose_model

This function initializes and configures the MediaPipe pose model for detecting human poses.

Time Complexity: O(1) Space Complexity: O(1)

capture_video

This function captures video from the camera specified by the camera_index.

Time Complexity: O(1) Space Complexity: O(1)

process_frame

This function processes a video frame, detecting and visualizing human poses.

Time Complexity: Depends on the image size and pose detection model. Space Complexity: Depends on the image size and pose detection model.

display_posture_status

This function displays posture status on the provided image.

Time Complexity: O(1) Space Complexity: O(1)

process_video

This function continuously processes video frames for posture detection and visualization.

Time Complexity: Depends on the frame rate and image size. Space Complexity: Depends on the frame rate and image size.

Time and Space Complexity

Here, we summarize the time and space complexities of each function.

Function	Time Complexity	Space Complexity
initialize_pose_model	O(1)	O(1)
capture_video	O(1)	O(1)
process_frame	Depends on image size and model	Depends on image size and model
display_posture_status	O(1)	O(1)
process_video	Depends on frame rate and image size	Depends on frame rate and image size

Environment Setup

To set up the environment for running this program, follow these steps:

1. Clone the repository: git clone https://github.com/avirsaha/sitfix-ai.git
2. Install Python (>= 3.10) from python.org.
3. Install dependencies: pip install -r requirements.txt

---

Code of Conduct

Please read and follow our Code of Conduct to ensure a respectful and inclusive community.