Shaashwat Agrawal's Projects
An application that uses mnist classifier and applications of ar to give instant solutions to any sudoku
Convert images and videos to cartoons using opencv
Convert Images into doodles using object detection and google quickdraw dataset.
Sample code for federated learning and clustered federated learning with genetic algorithm
Connect-4 game with a pygame UI, minimax AI and server-client mechanism using sockets.
Conversational AI using Rag Pipelining and Chat history to better answer your questions.
A typical data visualization project using each step required by the book to perform visualization and also various techniques and tools to do so.
working with deep q learning and openai gym environments
A smart chatbot which mimics donna a character from suits
Training MNIST handwritten dataset with federated learning architectture using tensorflow
A flappy birds game built on javascript and html that uses genetic algorithm to play
A Health centered web page which can be opened on phone where you can take a picture of your skin ailment and recommend a doctor. You can also put in symptoms and get doctor recommendations.
An application to improve the efficiency of garbage collection
An AI using genetic algorithm which guess the phrase without using nlp
A remote home monitoring system which uses socket programming to connect the home and the user
Code for uploading your sensor data to IBM Cloud using mqtt protocol
A 3-D matrix of different colored led's displaying random patterns, words and also a music beat display.
A movement recognizer that uses optical flow and mnist classifier to understand gesturized commands and perform them
Basic pre-processing and training of a simple dataset
An MNIST handwritten dataset classifier using a genetically optimized CNN model.
Classification of movement types like walking, running using motion capture(BVH) file from CMU dataset.
what if picaso and da vinci could paint a single canvas, together?
A project that converts an IR spectrum night vision image to colorize and use object detection to help the user(like a soldier) to spot objects in the IR image that has been colorized.
We aim to analyze and comment on the psychological impact that the pandemic of COVID-19 has had on the world. Using Explainable AI, we extract the importance of factors contributing to stress and give an overview of what a country needs to improve on, to better handle its next pandemic.
Identification of Plant traits using TRY and INaturalist combined data folowed by clustering. Analysis of plant trits based on location.