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Lakshya Gupta's Projects

dinogamecnn icon dinogamecnn

In this project, I try to automate Google's dino game using Convolutional Neural Networks which makes use of computer vision to constantly predict the dino's move on the basis of the game objects' relative distance with respect to the dinosaur!

disasterrecoverysimulation icon disasterrecoverysimulation

In this project, I have made a simulation of the disaster recovery system for a banking institution in scenarios of Earthquakes and Information Breach using Python, MySQL and PyGame

dnn-training-acceleration icon dnn-training-acceleration

In this project, I implement and compare the different distributed training techniques from data parallelization and model parallelization from scratch using PyTorch

dsa-qs icon dsa-qs

Here, I basically try to describe a way of thinking for different unique problems in the hope that I can refer back to this repository as revision material.

eda-sat-project icon eda-sat-project

This is my first mini project wherein I delve into data analysis of a SAT dataset using Numpy, Pandas and Matplotlib!

gsplatsvsnerf icon gsplatsvsnerf

Experiments for a comparative analysis on 3D Gaussian Splatting and Instant NGP for complex scenes and sparse-views

instantsplat icon instantsplat

Implementation of InstantSplat where Dust3r is used instead of colmap for points initialization

journalentry icon journalentry

Allows an individual to maintain a journal. 1 entry per day that can be added, edited and deleted.

music-genre-classification-using-fl icon music-genre-classification-using-fl

The aim of this project done with @Anannyap7 is to equip the music industry with a way to collaborate with third party developers without exposing their data. This has been accomplished using Federated Learning and the implementation of the concept has been shown on the simple task of Music Genre Classification.

onlinenotes icon onlinenotes

A simple website allowing logged in users to create notes! Backend using Python, database using SQLAlchemy

polyeqsolvercnn icon polyeqsolvercnn

Made a Handwritten Polynomial Equation Solver using CNN with @Anannyap7

qualitative-badminton-player-analysis icon qualitative-badminton-player-analysis

In this group project carried out with @Anannyap7, the aim is to take a professional badminton match video as an input and predict the most probable space on the court where the shot will be hit by the player on the near side of the court.

quote-scraper icon quote-scraper

My first try at using Selenium to scrape information off the internet! I used https://brainquotes.com/ as my source

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