sagnik106
AI | Machine Learning | Deep Learning | Computer Vision | Federated Learning | MSAI @ Northwestern University
Evanston, Illinois, USA
Pinned Repositories
TutorAI
AR-Sudoku
Clustered-FL-GA
Concrete-Crack-Detection
Detecting the presence of cracks on concrete by image processing techniques and CNNs
Face-Generation-GAN
A Generative Adversarial Network that generates a random face that does not exist
MNIST-c-GAN
A conditional Generative Adversarial Network to generate a specific "handwritten" digit.
Night-Vision-255
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.
Socket-Take-Over
A project on sockets to take over the computer of the another person on the same network
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.
sagnik106's Repositories
sagnik106/Concrete-Crack-Detection
Detecting the presence of cracks on concrete by image processing techniques and CNNs
sagnik106/AR-Sudoku
sagnik106/Clustered-FL-GA
sagnik106/MNIST-c-GAN
A conditional Generative Adversarial Network to generate a specific "handwritten" digit.
sagnik106/Night-Vision-255
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.
sagnik106/Socket-Take-Over
A project on sockets to take over the computer of the another person on the same network
sagnik106/Animatronic-Hand
A bot which plays rock-paper-scissors by using computer vision to detect what the player had played
sagnik106/CUDA-playground
Codes from when I was learning parallel programming with CUDA
sagnik106/Face-Generation-GAN
A Generative Adversarial Network that generates a random face that does not exist
sagnik106/Fashion-MNIST
CNN Classification of the famous fashion MNIST dataset
sagnik106/Federated-Learning-Sockets
sagnik106/Fractal
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.
sagnik106/Handwritten-Alphabet-Classifier
A deep learning project to classify the Handwritten Alphabets into its Alphabets
sagnik106/Huntr
A robowars bot
sagnik106/Bokeh-Effect-by-Semantic-Segmetation
** Work in Progress **
sagnik106/Color-Convolution
An experiment to validate one of my ideas of an approcah to train a CNN
sagnik106/Dog-Breed-Identification
Wondering which breed the good boy was who you just crossed? Not to worry, because here is a computer vision project which does it for you.
sagnik106/Dog-Cat-Classifier
CNN Classification for those who cannot differentiate between a dog and a cat.
sagnik106/Facial-Emotion-Recognition
Ever felt no one understands your emotions? Here's a Computer Vision project that does
sagnik106/Feature-Freezing
Freezing the convolution layers after feature extraction and then training the neural network to reduce overfitting and dataset specific feature extraction
sagnik106/Iris-Species-Classification
Machine Learning implementation to classify Iris Species based on some parameters
sagnik106/MNIST
A deep Learning project to classify a handwritten digit based on the dataset from MNIST
sagnik106/Pharmacy-Management
A DBMS project to automate pharmacy management
sagnik106/Rod-on-a-Pod
Ever heard of elf on a shelf? Get ready for rod on a pod...
sagnik106/Rython
A discord bot to compile your R code on the text channel itself
sagnik106/Covid-19
sagnik106/Fusion-Kitchen
sagnik106/GitHubGraduation-2022
Join the GitHub Graduation Yearbook and "walk the stage" on June 11.
sagnik106/Portfolio
sagnik106/sagnik106
Config files for my GitHub profile.