Shaashwat05

Cartoonify_reality

Convert images and videos to cartoons using opencv

cartoonify_reality_doodles

Convert Images into doodles using object detection and google quickdraw dataset.

mnist_GA

An MNIST handwritten dataset classifier using a genetically optimized CNN model.

connect-4_expert

Connect-4 game with a pygame UI, minimax AI and server-client mechanism using sockets.

Shaashwat05

A short description of myself and, my interests.

Movement-classification

Classification of movement types like walking, running using motion capture(BVH) file from CMU dataset.

Predictive_speech

An application that uses a microphone and python to listen and convert the speech to text, while using previous data and LSTM model to help a person complete their speech

Asynchronous-Federated-Learning

pandemic_handling_and_impact

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.

Smart_clock

A smart clock which understands voice command and performs tasks accordingy

baby_monitoring

Clustered-FL-GA

Sample code for federated learning and clustered federated learning with genetic algorithm

conversationalAI

Conversational AI using Rag Pipelining and Chat history to better answer your questions.

Data-Visualization

A typical data visualization project using each step required by the book to perform visualization and also various techniques and tools to do so.

federated_learning_mnist

Training MNIST handwritten dataset with federated learning architectture using tensorflow

PySync

spy_bot

An bot that uses rpi and cmera to take secret images, encode it with RSA algorithm and uploads the image and key safetly on a cloud

plant_trait_identification

Identification of Plant traits using TRY and INaturalist combined data folowed by clustering. Analysis of plant trits based on location.

early_discharge_system

flappy_birds

A flappy birds game built on javascript and html that uses genetic algorithm to play

garbage_collection_system

An application to improve the efficiency of garbage collection

gesture_whiteboard

home_controlling

A remote home monitoring system which uses socket programming to connect the home and the user

IBM_IoT

Code for uploading your sensor data to IBM Cloud using mqtt protocol

Magic_wand

A movement recognizer that uses optical flow and mnist classifier to understand gesturized commands and perform them

ML_basics

Basic pre-processing and training of a simple dataset

Resume

My personal resume website using HTML, CSS

shortest_path

Using genetic algorithm an AI that finds the shortest path between 2 points overcoming obstacles

Street_lights

A system that understands the environment and accordingly turns ON/OFF the street lights

Visual_Hert