Add New Project Real-Time 3D Pose Estimation Project with Unity Integration

[karthikyandrapu]

Add Real-Time 3D Pose Estimation Project with Unity Integration

Description:

I would like to contribute a Real-Time 3D Pose Estimation project to this repository as part of GSSoC-ext and Hacktoberfest. This project captures real-time 3D pose data using Mediapipe and OpenCV, then transmits the landmark positions to Unity via UDP for real-time interaction.

Project Overview:

The project leverages a webcam feed to perform 3D pose estimation and transmits the 3D landmark data to Unity for visualization or game interactions. Key features include:

• Capturing 3D pose landmarks in real-time using Mediapipe
• Converting pose landmarks into JSON format
• Sending data via UDP to Unity for further processing and visualization
• Overlaying landmark positions on the video feed for visual feedback

Implementation Highlights:

• Grayscale and RGB Conversion: Prepares video frames for Mediapipe processing
• Mediapipe Pose Model: Detects 3D pose landmarks using Mediapipe's built-in pose estimation model
• 3D Landmark Extraction: Extracts 3D positions of landmarks in real-time
• UDP Data Transfer: Transmits data to Unity over a UDP socket for real-time syncing

Example Output:

Example output shows 3D landmark visualization on Unity or a screenshot of the pose overlay in the OpenCV frame.
(Screenshot placeholder if available)

📸 Screenshots:

[github-actions[bot]]

Thank you for creating this issue! 🎉 We'll look into it as soon as possible. In the meantime, please make sure to provide all the necessary details and context. If you have any questions or additional information, feel free to add them here. Your contributions are highly appreciated! 😊

You can also check our CONTRIBUTING.md for guidelines on contributing to this project.