As a face anonymizer this project is to blur faces in an incoming video feed especially from the CCTV cameras in public areas such as grocery stores. The following video is used as a sample to test our approach.
sample.mp4
In my approach I have used CenterFace model in ONNX format for low powered device and for faster inference time. Using the model we get the following result:
sample_anonymized.mp4
The ennvironment for the code can be found in the Environment File to re-create the environment directly using conda and run the python notebook to recreate the results.