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Name: Oliver "Aurelius" Ellison
Type: User
Bio: Capsules Improve Accuracy of Lung X-Ray Diagnoses of CNNs X-ray images are diagnosed by network as one of nine pathologies or none.
Name: Oliver "Aurelius" Ellison
Type: User
Bio: Capsules Improve Accuracy of Lung X-Ray Diagnoses of CNNs X-ray images are diagnosed by network as one of nine pathologies or none.
A ROS package that implements a 3D global planner based on a series of estimated goal velocities. What makes this planner unique, is that it does not generate a path towards a fixed target, but towards a moving one. On a side note, the planner assumes that there are no obstacles between the robot and its moving target.
Efficient reliable UDP unicast, UDP multicast, and IPC message transport
Ansible Role - iptables persistent for RHEL/CentOS and Debian/Ubuntu
Arcade Car Physics - Vehicle Simulation for Unity3D
A curated list of awesome C++ (or C) frameworks, libraries, resources, and shiny things. Inspired by awesome-... stuff.
Repository of Backend.AI-enabled container recipes
A car trained by a deep neural network to drive itself in a video game
Bird Flocking Simulation (Unity3D)
A Tensorflow implementation of CapsNet(Capsules Net) in Hinton's paper Dynamic Routing Between Capsules
Pytorch Generative ChatBot (Dialog System) based on RNN, Transformer, Bert and GPT2
🤖 Option 1: Build our own chatbot base on IBM Watson
# PNEUMONIA Pneumonia is an inflammatory condition of the lung affecting primarily the small air sacs known as alveoli.Typically, symptoms include some combination of productive or dry cough, chest pain, fever and difficulty breathing. The severity of the condition is variable. Pneumonia is usually caused by infection with viruses or bacteria and less commonly by other microorganisms, certain medications or conditions such as autoimmune diseases. Risk factors include cystic fibrosis, chronic obstructive pulmonary disease (COPD), asthma, diabetes, heart failure, a history of smoking, a poor ability to cough such as following a stroke and a weak immune system.Diagnosis is often based on the symptoms and physical examination. Chest X-ray, blood tests, and culture of the sputum may help confirm the diagnosis. The disease may be classified by where it was acquired, such as community- or hospital-acquired or health care-associated pneumonia. Vaccines to prevent certain types of pneumonia are available. Other methods of prevention include hand washing and not smoking. Treatment depends on the underlying cause. Pneumonia believed to be due to bacteria is treated with antibiotics. If the pneumonia is severe, the affected person is generally hospitalized. Oxygen therapy may be used if oxygen levels are low. Pneumonia affects approximately 450 million people globally (7% of the population) and results in about 4 million deaths per year. Pneumonia was regarded by Canadian pathologist William Osler in the 19th century as "the captain of the men of death". With the introduction of antibiotics and vaccines in the 20th century, survival greatly improved. Nevertheless, in developing countries, and also among the very old, the very young and the chronically ill, pneumonia remains a leading cause of death. Pneumonia often shortens suffering among those already close to death and has thus been called "the old man's friend". ## AIM: * To classify the given X-Rays into Normal or Pnuemonia using CNN VGG-16 Architechture ## Dataset: * https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia
CloudScraper: Tool to enumerate targets in search of cloud resources. S3 Buckets, Azure Blobs, Digital Ocean Storage Space.
A CNN Model to Classify Lung Images of Patients as Normal or Infected
The dataset used has a large amount of variation in the angles the xrays were taken. This project presents a high resolution neural network to predict the presence of Covid-19 in chest xrays.
static analysis of C/C++ code
Tensorflow Implementation of Convolutional Recurrent Neural Networks for Music Genre Classification
CNN image classifier for xray images of lungs
Bunch of C# console games
This repository will contain my projects on Python, Machine Learning, AWS, and SQL
A deep learning model for style-specific music generation.
Deep Learning (Python, C, C++, Java, Scala, Go)
Classic design pattern fun with Java
When a person infected by COVID-19, the first damaged organ is a respiratory system and lungs. Early diagnosis of lung state increases the patient's chance to survive.we prepared our data set on 3 Subsets : train & validation & test. the data extracted from chest-xray images from Kaggle. we reorganised the data into 3 Clacess : Healthy that contain x-ray images for Normal person who's they not have any problem or Infection by virus or had bacteria. the second Class Infected-virus that contain x-ray images for patients who was infected by virus. the third Class is Bacteria consern patients import bacteria.
(Official) The DSpace digital asset management system that powers your Institutional Repository
Manned Bayesian Network Encounter Models
App aiming at helping user work on their knowledge of English.
Face Detection and Alignment Tool
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.