Projects
On this page, I have shared cool videos of my few projects.
Lidar based crowd counting: I developed a 2D Lidar based crowd counting solution from scratch for Dynamic Crowd Measurement Pty Ltd. I used a 2D lidar with scan and applies some mathematical formula and conventional machine learning for counting crowd and its direction. This system was deployed on different event around the world for crowd monitoring.
Similar color multiple object tracking: This was my Master’s thesis project where I created a tracking algorithm using particle filters. It combines visual and motion cues at the same time and adjusts their importance based on how objects interact. Check out this demo to see how it compares to other methods video.
Realtime eye Detection and tracking using webcam: I worked on this project during my undergradute study. The code was written in C++. I used some image processing and machine learning algorithm to determine eye and iris centers from webcam. Here is a demo of this work video.