Implement Background Swapping for Santa Claus Demo #198
Description
Description
Enhance the Santa Claus demo by implementing an optional feature where the background is swapped with a Christmas theme. This is a great opportunity to experiment with background segmentation methods.
This project will involve Python programming; basic experience with AI models from frameworks like PyTorch, TensorFlow, OpenVINO, or ONNX is beneficial. To learn more about the OpenVINO toolkit, visit the documentation here.
Steps:
-
Implement Christmas-Themed Background Swap:
- Develop a feature that detects the background and replaces it with a Christmas-themed image or video for the Santa Claus demo.
- Ensure the background swap is seamless and does not interfere with the detection of people in the demo.
-
Enhance User Experience:
- Add real-time data visualization to display the Christmas-themed background.
- Ensure the background swap feature does not significantly impact the demo's performance, maintaining results within a reasonable time frame (without significantly slowing down the current demo).
-
Documentation:
- Provide clear and detailed documentation for setting up and running the enhanced demo.
- Include comments in the code to explain key sections and logic.
How to Get Started:
- Fork the OpenVINO Build Deploy repository.
- Follow these installation instructions to setup your environment and install the required dependencies for this project.
- Read Demo Contribution Guide.
- Build your feature and ensure it meets the requirements specified in the contribution guide.
- Submit a pull request.