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License Plate, Head blurring / pixelation using Yolov5 & Face blurring using Mediapipe

License: GNU General Public License v3.0

Shell 1.09% Python 56.46% Jupyter Notebook 41.92% Dockerfile 0.53%

bluringfacesandlicenseplates's Introduction

ANONYMIZING HEADS, FACES & LICENSE PLATES IN A VIDEO, IMAGE OR WEBCAM STREAM

Mass License Plate & Head blurring / pixelation using Yolov5 | Simple face blurring using Mediapipe

HOW DOES IT WORK?

For bluring heads, go to "yolov5-headBlur" folder, download the model and run:

python3 detect.py --weights crowdhuman_yolov5m.pt --source [your-video.mp4 / 0 for webcam / your-image.jpg] --heads

For bluring license plates, go to "yolov5-lpBlur" folder, download the model and run:

python3 detect.py --weights detection_best.pt --source [your-video.mp4 / 0 for webcam / your-image.jpg] --view-img

For simple webcam face bluring:

python3 faceBlur.py

SAMPLE OUTPUTS

Blurring Result:

Pixelation Result:

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