https://github.com/nicolestrel/object-telecloning
Object Telecloning detects, replicates, and transfers objects virtually using OpenCV and MediaPipe.
https://github.com/nicolestrel/object-telecloning
computer-vision machine-learning mediapipe opencv opencv-python python real-time
Last synced: about 1 month ago
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Object Telecloning detects, replicates, and transfers objects virtually using OpenCV and MediaPipe.
- Host: GitHub
- URL: https://github.com/nicolestrel/object-telecloning
- Owner: NicoleStrel
- License: mit
- Created: 2024-12-30T15:42:49.000Z (over 1 year ago)
- Default Branch: main
- Last Pushed: 2025-01-05T01:49:04.000Z (over 1 year ago)
- Last Synced: 2025-01-23T22:23:22.336Z (over 1 year ago)
- Topics: computer-vision, machine-learning, mediapipe, opencv, opencv-python, python, real-time
- Language: Python
- Homepage:
- Size: 398 KB
- Stars: 0
- Watchers: 2
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# Object Telecloning
## Overview
This project uses OpenCV and MediaPipe to detect and replicate objects in a virtual environment. It demonstrates a practical use case of computer vision and machine learning for creating interactive experiences.
## How It Works
1. **Hand and Face Detection**: MediaPipe is used to detect hands and facial landmarks in real-time.
2. **Data Processing**: Extracts key features from detected hands, faces, and objects within the hands.
3. **Virtual Cloning**: OpenCV is used to draw and replicate held objects based on the detected features.
4. **Interaction**: Allows users to interact with virtual object clones in real-time by blinking to clone and transfer (teleport) objects from one hand to another.
## Installation
1. Clone the repository:
```bash
git clone https://github.com/NicoleStrel/object-telecloning.git
```
2. Navigate to the project directory:
```bash
cd object-telecloning
```
3. Install the required dependencies:
```bash
pip install -r requirements.txt
```
## Usage
1. Run the application:
```bash
python teleclone.py
```
2. Hold up both hands in front of your face with an object in one hand.
3. Blink both your eyes to clone and transfer the object to the other hand.
## Demo Video
[Demo Video](https://youtu.be/RsZ-SOa-P1A)
## License
This project is licensed under the MIT License - see the [LICENSE](LICENSE) file for details.
## Acknowledgments
- [OpenCV](https://opencv.org/) for drawing and object replication.
- [MediaPipe](https://mediapipe.dev/) for hand and face detection.