Human face blurring and car plates blurring are used to protect the privacy and identity of people who appear in public or private places. Just as some object detection researches sometimes may capture incidental people in their images but the attendance can violate their privacy. Anavision AI model automatically detects and applies mask on human face and vehicle number plates in images with choice of blurring method. A moving object segmentation algorithm supports real-time analysis of the moving objects in the realistic output image. This technology can help to protect the privacy and identity of individuals and comply with the data protection regulations.