Everyday thousands of people are reported missing in India and many of them are never found. Despite the efforts of police and other agencies countless number of people are missing and many of them land in the hands of exploiters and evil environments. The proposed system is based on providing help for major issue of finding missing people. It will allow citizens to capture and upload the picture along with location of victims. The captured image will be matched with the database of police records of missing people with the help of image processing. The alert notification with current location will be sent to the nearest police station, if match is found. Face recognition will play a key role in this process. For image recognition, convolutional neural network (CNN) plays important role.