Security problem raises as a global issue during the last decade, many efforts are underway to increase the security in public place, one of which is to introduce intelligent video content analysis into existing surveillance system. Eyesoft abandoned object detection can detect suspicious or unattended objects in crowd environment such as airports, railway stations, shopping mall, or other locations in a relative short period of time. Moreover, it can help monitor Automatic Teller Machines (ATMs) in order to detect any attached object or label on the ATM, since it may probably be that an unlawful is taking place. Object detection can be applied to detect illegal parked vehicle since it has similar statistical behaviour with unattended object in video content analysis. Whenever abandoned object detector detects an illegal parked vehicle. Analytics in general  reduce the overall activity expenditure