Project Video
for audio, kindly unmute the video. This test was conducted on 27 June, 2024, at 1:55 PM IST.
The video is Proof of Concept demostration of a chapter of my MTech thesis work (2020-22).
The practical PoC work was done during January 2024 to July 2024.
Software Aspects of the Project
This MTech project integrates several advanced software and computational techniques to ensure precise guidance and control in defense applications:
- Object Tracking and Vision Systems: Using OpenCV, the system detects and tracks objects in real-time, employing algorithms like CSRT to guide the missile's trajectory.
- Machine Learning and Deep Learning: Incorporates both machine learning and deep learning models for trajectory prediction and correction, refining the missile’s path with live data to ensure accuracy.
- Data Processing and Algorithms: Utilizes data processing techniques to analyze real-time inputs for trajectory adjustment, enhancing control through deep neural networks.
- Hardware-Software Integration: Integrates sensors, FPGA, and servo control systems, coordinated by software to ensure stability, orientation, and guidance during operation.