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.
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|
Inference Timing Details
|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|