Research and Development of Detecting Criminals System using Artificial Intelligence Technology

This research aims to develop a detecting criminal system. For a comparison between the original gangster image with image input from the camera that are similar. The system will be able to detect faces that are camouflaged with masks (Mask), sunglasses (Sunglass) and hat (Cap) to help build confidence and keep people safe in preventing crime using artificial intelligence technology. Assuming that the person is evil or not. In this research, used the technique to Face Detection and Face Recognition, Local Binary Pattern, Histograms of Oriented Gradients and Haar Like feature the result of the portraits that were made to camouflage their face on camera to get compared with the original gangster image file. The system will be displayed as a percentage indication of speculation that this is a single person to lie face up with the original gangster pictures or not. From the test system to detecting criminal system. Be alert, as a percentage. Can guess the portraits that are precisely camouflage. To improve the detection of terrorists to conceal and can be applied to real.