Firearm violence is one of the leading causes of death in many countries around the world. including Thailand. This work proposes a fast and accurate automated method to classify firearm brands from bullet markings. Specifically. https://www.alarecre.com/Virescent-Harmony-Galaxy-A14-5G-Clear-Case-p106336/