Image Processing and Machine Learning
Using Convolutional Neural Networks, UNets, Random Forests, Image Morphology Analysis, Gradient-Boosted Trees, Feature Selection, and matching our platform allows solutions to be created to detect tumors, analyze cells and do skin type classification. Our image processing and machine learning services are used in Radiology, Pathology, and Dermatology.
Why Practice Social Distancing?
Amidst this lockdown, many are still asking the question about “Social Distancing”. As per the scientists, finding the cure or medicine for COVID-19 it may take about 12-18 months to find it. Hence. To prevent the spreading of this virus social distancing is the most effective way to do it.
Let's start by explaining what is social distancing, it is a conscious and deliberate choice of maintaining the distance of six feet from the people around us, to prevent the spreading of COVID-19.
To understand better the impact of it, here is a small visual to explain how the virus will spread if social distancing is not paid attention.
Social distancing is so effective right now that as an individual we all are contributing in the prevention of spreading this deadly virus.
There is another major concern that is coming into the picture with the rapid increase in the coronavirus patients. Hospitals around the world do not have enough resources to tackle this pandemic, there are limited numbers of healthcare facility in all the countries around the world.
The coronavirus outbreak in Italy has shown, the faster rate of the population getting infected by it and to tackle with it, there are not enough medical resources like hospital beds, ventilators and doctors. This will be challenging for the healthcare to save lives leading to exponential rise in number of deaths.
Hence, social distancing is the most effective way to "flatten the curve" or reduce the spread of this coronavirus.
What does flattening the curve means?
The researchers have projected a graph to understand the impact of the spreading of coronavirus against the number of hospital beds. Though this is a theoretical graph, it does show how quickly the capacity of healthcare can come crashing down which can make COVID-19 an epidemic, hard to deal with.
This curve indicates, if the same number of people are getting at a slower rate over a longer period of time, then it reduces the pressure on the healthcare system and making it easier to treat everyone, hence, a lesser number of deaths.
Therefore, just by taking small measures individually, like maintaining social distance, washing hands frequently, avoid going out in crowded places, and spend maximum time inside the house. We all can contribute a collective to fight against this deadly coronavirus.