Kaushik Vakadkar's repositories
Car-Accident-Severity-Analysis
Reducing traffic accidents is an essential public safety challenge all over the world; therefore, accident analysis has been a subject of much research in recent decades. The objective of the project is to analyze the US accident data from 50 states to inform the US government agencies and the public on trends and possible causes of traffic accidents and what could be done to reduce them. We established a multilevel interactive map to demonstrate over a few million-accident data inside the United States for 49 states. Some of the visuals include the number of accidents by year, number of accidents by state, the best time to travel by month, day and hour, an accident-prone area in each state, factors responsible for the accidents like weather, wind flow, temperature, location, etc. The dashboard plots will be built using D3.js and Plotly, while the front-end will be developed in HTML/CSS and will be deployed through Flask.
gan-control
This projects aims to analyze interpretable controls for GAN models. Specifically, we study the GANSpace paper and explore improvements to their method while addressing the drawbacks of using PCA in GANSpace. Furthermore, we study the reasons for improvement in performance of the GAN on using Wasserstein metric instead of JS divergence or MLE.
ganspace
Discovering Interpretable GAN Controls [NeurIPS 2020]
Watermark-Removal
A comparative analysis of watermark removal techniques
object-detector
A YOLOv5 based object detection model. Supported image formats: JPG, JPEG
VAE
Variational Autoencoders for Collaborative Filtering
InboxNews
An intuitive Android application for delivering personalized news and facts from any category of choice
KV9801.github.io
A Jekyll version of the "Forty" theme by HTML5 UP.
WeChange
An online initiative with the goal of increasing the sustainability of NGOs, by offering a common platform to donate, volunteer and purchase commodities sold by various NGOs
SmartCampus
A proof-of-concept smart campus app including features like commuting within the campus through smart driver-less cars, smart band connectivity to monitor health, smart SOS implementation and more
Java
Some rudimentary java programs
patcher
Script that applies necessary patches for building.
waste-of-time
just experimenting
vendor_xenonhd
XenonHD configuration