Nikhil Angad Bakshi's Projects
Haskell FFI bindings for Assimp
SOlution for the lYft motion prediction challenge on kaggle in 2020
Repository consisting the Experiments done in the research paper: Citation sentence reuse behavior of scientists: A case study on massive bibliographic text dataset of computer science
A python module to transform categorical variables to one hot encoded vectors. It particularly handles categorical variables of data that cannot be fit into memory.
My solution for the TartanVO VSLAM challenge Mono Track [https://www.aicrowd.com/challenges/tartanair-visual-slam-mono-track]
Prototyping for Robotix 2016 event
Examining the stability of training and quality of image generation as well as interpolatability of latent space with three types of GAN training methods and VAEs
Packages for common geometric calculations including the ROS transform library, "tf". Also includes ROS bindings for "bullet" physics engine and "kdl" kinematics/dynamics package.
Toy Python implementation of http://www-nlp.stanford.edu/projects/glove/
Use this repo to convert a depth elevation map into a robogrid
āļø Companies that don't have a broken hiring process
A detailed analysis of the limitations of a naive implementation of PointNet without the transform blocks with respect to different variations in testing data on the classification and segmentation tasks.
Model Predictive Path Integral (MPPI) with approximate dynamics implemented in pytorch
Simulator for the Quadrotor Project, IIT Kharagpur
I made this when I was just starting out with ML. It detects forgeries of my own signature. It's fairly accurate :p
Associated code with S.T.A.R. paper accepted in CoRL 2023
Utility for retrieval and formatting of tweets into LaTeX documents.
Uses hierarchical co-attention to models to complete the visual question answering task on a subset of MSCOCO VQA dataset. Analysis and critiques also included.