A fully integrated 360◦ video camera supporting 6DoF head motion parallax requires overcoming many technical hurdles, including camera placement, optical design, sensor resolution, system calibration, real-time video capture, depth reconstruction, and real-time novel view synthesis.
Code available at: https://github.com/facebook/facebook360_dep
An interactive learning tool for computer architecture. Through this, student will build a MIPS emulator from scratch through a web UI.
Code available at: https://github.com/yashpatel5400/intertect
Branch prediction has become an essential part of the CPU pipeline. This work explored using a perceptron for doing branch prediction in the Gem5 x86 CPU simulator. LTAGE and existing branch predictors were found to generally have better performance overall, albeit with slightly less accuracy in prediction in some cases tested on, than a perceptron.
Code available at: https://github.com/yashpatel5400/neuropath
Implementation from scratch of multiple importance sampling for ray tracing. The renderer currently supports rendering an outdoor collection of balls and the Cornell box.
Code available at: https://github.com/yashpatel5400/raytrace-montecarlo
App used for analyzing business meetings and/or conversations that produces analyses on participants. Best Use of Machine Learning: HackPrinceton Spring 2017
Devpost: https://devpost.com/software/synergy (Note: the project was originally named Synergy)
Code available at: https://github.com/yashpatel5400/synalyze
Interactive 3D chess game built atop three.js.
Code available at: https://github.com/yashpatel5400/chesswizard
Video style transfer using convolutional networks, with tracking and masks for GIFs
Code available at: https://github.com/yashpatel5400/DeepGIF
Visualization of the involvement of people from Princeton University in the Manhattan Project. All moving dots (after settling in their final locations) are interactive: clicking them will give a short audio clip of the person’s involvement in their final location. Note: rendering is pretty compute-intensive, so it may be choppy before settling down.
Code available at: https://github.com/yashpatel5400/manhattan