Kavyashree's Projects
SSD: Single Shot MultiBox Detector | a PyTorch Tutorial to Object Detection
A C++ based manipulator arm path planner with IK solver and output simulator
Open CV AR Tag detection
A collection of the most important Github repos for ML, AI & Data science practitioners
A beginners ROS project that implements basic ROS features
REAL-TIME AUTOMATIC HELMET DETECTION OF BIKE RIDERS
A basic HTML JS web page to check vaccine slot availability from Cowin public APIs
Homework and assignments for ENPM 673
CoppeliaSim based serving robot in a diner scene
Repository containing notebooks of my posts on Medium
Arduino code for autonomous robot navigating through a controlled pre-described path using direct vector routing (for navigation) and PID algorithm (for line following)
Data augmentation for NLP, presented at EMNLP 2019
A simple web application for a OpenAI-enabled document search. This repo uses Azure OpenAI Service for creating embeddings vectors from documents. For answering the question of a user, it retrieves the most relevant document and then uses GPT-3, GPT-3.5 or GPT-4 to extract the matching answer for the question.
Label classification for three datasets: Face, Pose and Illumination. Bayes Classifier, KNN Classier, Kerner SVM and Boosted SVM algorithms are written from scratch in Python. The results were evaluated and compared to understand the effectr of dimentionality reduction techniques including PCA, LDA and MDA validation using K-fold cross validation.
Folder / directory structure options and naming conventions for software projects
:zap: Dynamically generated stats for your github readmes
Old Code Jam Results
Simulating a Clearpath Jackal Robot in a dynamic indoor environment.
A basic differentially driven 4 wheel robot control code. To control the drive PS joystick remote is used
Implementation of K-Means in c++
Config files for my GitHub profile.
Personal portfolio website
Building Apps with LLMs
LSTMS for Predictive Maintenance
Markdown Cheatsheet for Github Readme.md
Multi-Task Regression-based Learning for Autonomous Unmanned Aerial Vehicle Flight Control within Unstructured Outdoor Environments
ROS packages for simulating multiple Jackals in Gazebo