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2024-11-03 15:30:52 +08:00
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README.md
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@@ -9,9 +9,7 @@ This is a Python library that provides **webcam-based eye tracking**.
Extract facial features, train eye tracking model and predict gaze with super easy to use interface.
## Usage Showcase
![Demo](https://github.com/user-attachments/assets/08d7af7b-9a45-4c78-bfb5-93db1d0f45c4)
*(Note: The demo hasn't been updated yet, but the latest version now features smoother predictions and blink detection.)*
![Demo](https://github.com/user-attachments/assets/7e95c1f6-c56a-4760-a316-13d656fa24d2)
## Installation and Interactive Demo
@@ -33,6 +31,14 @@ uv sync
uv run demo.py
```
### Options
- `--filter {kalman,kde}`: Filter method; `kalman` for Kalman Filter, or `kde` for a cool contour like in the demo
- `--background BACKGROUND`: Path to background image file
- `--confidence CONFIDENCE`: Set confidence interval for KDE contour; value must be between 0 and 1
- `--camera CAMERA`: Specify camera index
## Usage
### Initialization
@@ -69,9 +75,6 @@ print(predicted_gaze)
### TODO
- [x] Improve demo calibration
- [x] Blink detection
- [x] Demo Kalman filter auto tuning
- [ ] Integrate with opentrack
Any suggestions for features and improvements are welcome.