Arpitha U's repositories
Covid-19-Mu-Variant-B.1.621-Prediction-and-Classification-Artificial-Intelligence-Machine-Learning
Covid-19 Mu Variant [B.1.621] Prediction and Classification Artificial Intelligence/Machine Learning Software
unveiling-covid19-from-cxr
Unveiling COVID-19 from CHEST X-Ray with Deep Learning: A Hurdles Race with Small Data | IJERPH https://doi.org/10.3390/ijerph17186933
GNNPapers
Must-read papers on graph neural networks (GNN)
tpu
Reference models and tools for Cloud TPUs.
awesome-automl-papers
A curated list of automated machine learning papers, articles, tutorials, slides and projects
gym
A toolkit for developing and comparing reinforcement learning algorithms.
Brixia-score-COVID-19
End-to-end learning for semiquantitative rating of COVID-19 severity on Chest X-rays. Additional material and updates.
Corona-X-Ray-Prediction
It is a Flask Application to predict a person covid positive/negetive based on chest x ray of a person.This Machine Learning Web Application utilizes a Two-Layered Convolutional Neural Network to process the chest-x-ray Images and predict if they are corona positive/negetive accuracy of nearly 81%.
Covid19-ML-Application
A Comprehensive COVID-19 Dashboard & a prophet
COVID-19-Detection-Flask-App-based-on-Chest-X-rays-and-CT-Scans
COVID-19 Detection Chest X-rays and CT scans: COVID-19 Detection based on Chest X-rays and CT Scans using four Transfer Learning algorithms: VGG16, ResNet50, InceptionV3, Xception. The models were trained for 500 epochs on around 1000 Chest X-rays and around 750 CT Scan images on Google Colab GPU. A Flask App was later developed wherein user can upload Chest X-rays or CT Scans and get the output of possibility of COVID infection.
covid19_X_ray_classification
COVID-19 X-Ray Image Classification Using Transfer Learning and Contrastive Learning
mi_card_flutter
Starter code for the Mi Card Project from the Complete Flutter Development Bootcamp
CtCI-6th-Edition-CSharp
Cracking the Coding Interview 6th Ed. Solutions (C# Port)
covid19.MIScnn
Robust Chest CT Image Segmentation of COVID-19 Lung Infection based on limited data
cclunit-framework
A collection of CCL source code for executing CCL Unit tests and generating code coverage data.
ML-DL-Courses
Assignments and resources for Coursera Machine Learning by Andrew Ng, Udemy Machine learning A-Z
stylegan2
StyleGAN2 - Official TensorFlow Implementation
COVIDScenarioPipeline
Public shared code for doing scenario forecasting and creating reports for various governmental entities.
torchxrayvision
TorchXRayVision: A library of chest X-ray datasets and models.
COVID-US
Open benchmark dataset of COVID-19 related ultrasound imaging data, curated and systematically validated — Ensemble de données de référence ouvert d'imagerie échographique liées à la COVID-19, organisé et systématiquement validé
super-pixels
Code for our paper: Superpixel-based Domain-Knowledge Infusion in Computer Vision (ESANN '21) https://arxiv.org/abs/2105.09448
COVID-19
Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE
covid-19-xray-dataset
12000+ manually drawn pixel-level lung segmentations, with and without covid