Abstract

With drone technology being competent on all aspects from aerial photography to target attacks, it promises the human kind to aid in every possible manner. The heights are been the backlog of human to act actively on. Drone‘s dedicated applications to solve the human’s impossibilities of achieving higher altitudes all in the sudden, are definitely productive. From technical to luring hobbyist can enjoy the ease of handling these quad copters. When these UAVs are used for the security and surveillance purpose that takes part in target killing and target attacks that go against terrorism and reducing the risks of explosives too. The drones with installed IR cameras are used to inspect the crowed areas in order to suspect the traces of explosives. These traces are detected using image classification that learns from the pixels of the images about the abnormalities in the temperature. The trained model deployed into the drone software is capable of predicting and detecting the explosive’s presence from its legal altitude. The controller would be shared with the location of abnormal spot to take necessary actions.

Key words: Explosives, drone theory, GPS module, CNN model