The StereoVision-DepthEstimation project is a research-based implementation of stereo vision and camera calibration techniques for depth estimation. It utilizes computer vision algorithms to calculate the depth of an object in real-time using a webcam.
- Real-time depth estimation using stereo vision principles
- Facial feature detection and tracking using FaceMeshModule
- Display of calculated depth on the video stream
- Clone the repository:
git clone https://github.com/your-username/StereoVision-DepthEstimation.git
- Install the dependencies:
pip install -r requirements.txt
- Run the main script:
- A video stream will open showing the webcam feed.
- Ensure that your face is properly visible within the frame.
- The depth estimation will be displayed on the video stream.
Contributions to the StereoVision-DepthEstimation project are always welcome. If you find any issues or have suggestions for improvements, please feel free to open an issue or submit a pull request.
- cvzone - OpenCV-based Python library for computer vision tasks
- FaceMeshModule - FaceMeshModule from cvzone library for facial feature detection and tracking
