Introduction
The Face Blurring application demonstrates not only facial detection, but the practical use of that detection to meet a use case. Here, the use case is to provide privacy for people by anonymizes their faces while still streaming the camera in real-time.
Benchmarks
The application includes a metrics overlay showing the camera, display, and inference visual statistics and timing details.
Reported FPS and Resolutions
| Item | Frames per Second | Resolution |
| Display | 60.00 | 1920x1080 |
| Camera | 30.00 | 1920x1080 |
| Inference | 60.00 | 512x384 |
Inference Timing Details
| Item | Timing (ms) |
| Time to load the frame into the model | 2.29 |
| Running model inference on the frame | 11.97 |
| Blurring Faces with the detection boxes | 2.32 |
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