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Exploring Various Methods for Stereo Vision and their Impact on Visual Odometry using the KITTI Dataset

Python 95.44% Jupyter Notebook 4.56%
computer-vision deep-learning epipolar-geometry odometry python stereo-vision vision-transformer

visual_odometry's Introduction

Hi there ๐Ÿ‘‹ , I'm Saharsh

I love to add intelligence to inanimate objects through code. I believe computers are like an extention of our mind and make us super-humans.

Presently, I am pursuing a MS in Computer Science at the University of Illinois Urbana-Champaign (UIUC). My current research revolves around 3D scene reconstruction. I am fortunate to be advised by Prof. Derek Hoiem and Yuqun for my independent study. I am also a proud CS alum of the Manipal Institute of Technology. I have worked as an ML Scientist at Onward Assist for a year, developing AI-enabled tools to assist pathologists in slide reporting and diagnostic tasks. During my undergraduate, I was advised by Prof. Radhika Kamath and I also worked alongside UNSW Sydney transitional-AI group (advised by Dr. Rohitash Chandra) on tackling issues like weed detection and coral reef mapping. I am passionate about leveraging AI to bring societal impact.

Let's code for good!


โ€œIf there is no struggle, there is no progress.โ€ โ€” Frederick Douglass.

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