Projects | Sumit's Homepagehttps://n0xtua.github.io/portfolio/project/ProjectsHugo Blox Builder (https://hugoblox.com)en-usFri, 01 Apr 2022 00:00:00 +0000https://n0xtua.github.io/portfolio/media/icon_hu7729264130191091259.pngProjectshttps://n0xtua.github.io/portfolio/project/Chicago crime detection using unsupervised learninghttps://n0xtua.github.io/portfolio/project/p3/Fri, 01 Apr 2022 00:00:00 +0000https://n0xtua.github.io/portfolio/project/p3/<p>This course project demonstrates unsupervised learning methods to find patterns in the Chicago Crime dataset.</p>Wind energy-based path planning for electric UAVs using MDPshttps://n0xtua.github.io/portfolio/project/p1/Fri, 01 Apr 2022 00:00:00 +0000https://n0xtua.github.io/portfolio/project/p1/<p>Implementation of a research paper on exploiting wind fields to minimize energy consumption on UAVs.</p>A reinforcement learning agent to play the Sokoban gamehttps://n0xtua.github.io/portfolio/project/p2/Tue, 01 Feb 2022 00:00:00 +0000https://n0xtua.github.io/portfolio/project/p2/<p>Designed a custom environment for the Sokoban game and implemented RL algorithms.</p>Library seat occupancy detectionhttps://n0xtua.github.io/portfolio/project/p4/Mon, 01 Nov 2021 00:00:00 +0000https://n0xtua.github.io/portfolio/project/p4/<p>A method to detect seat occupancy in the College Library using an object detection model on the CCTV images.</p>