Published Paper Details:

Novel approaches are required in defence applications due to the increasing demand for real-time threat identification. The design and construction of a Violent Action Recognition (VAR) system coupled with a drone platform are examined in this research. We provide a summary of this technology, highlighting its potential to enhance defence personnel's situational awareness and force protection. The high-resolution camera, on-board processing unit, and drone platform are among the hardware parts of the system that are described in detail in the study. We go over the software architecture, emphasizing the machine learning-based core VAR algorithm, pre-processing, and image acquisition. The article discusses the fabrication considerations involved in incorporating these components into a working drone system. The potential advantages of this drone system with VAR equipment are highlighted in the study. Improved threat detection skills are one of these; they enable quicker reaction times and may even avoid casualties. Defence forces' operational efficiency and decision-making can be improved by using VAR drones, which provide a comprehensive and real-time perspective of a scenario. The final section of this analysis emphasizes the continued research and development needed for enhanced VAR technology. Careful attention should also be paid to ethical issues pertaining to data protection and the responsible usage of autonomous systems. VAR technology has the potential to completely transform drone-based surveillance in the defence industry, creating a more effective and safe operating environment as it advances.