Category Archives: AI/ML

Recognize Image Recognition

ImgRecWhat is image recognition?

Okay, image recognition. A computer using its ‘eyes’, as you would use yours.

Image recognition is the creation of a neural network that processes all the pixels that make up an image. These networks are presented with heaps of images of objects – already identified – so that the network can learn and recognize similar objects.

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AI used in Flood Forecasting

flood_normalFloods are inevitable, but with timely alerts, their effects can be minimized. There are a number of people who die every year due to devastating floods, the number of people becomes homeless and a number of people die due to lack of proper help after a flood. The lack of timely alerts has always been an issue concerning it. Delay in alerts in flood prone areas is the biggest loophole of an economy. Continue reading

Machine Learning on AWS – How does it work?

Compiled By: Vineeta Tawney

AWS Machine Learning is among the fastest-growing technologies today and being backed with ML skills is considered one of the most sought after attributes in today’s job market.

What is Machine Learning?

Machine Learning is the study of various algorithms and models that a computer system use to execute certain tasks without any explicit instructions.

Machine Learning Methods:

  • Supervised ML Algorithm
    In the Supervised Method, input and output variable is given. It learns from the input and output data to produce the desired output.
  • Unsupervised ML Algorithm
    In the Unsupervised Method, only input data is given. It uses only input data to learn and produce the output.

What is AWS SageMaker?

What is Machine Learning on AWS and How it Works?

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Artificial Intelligence In Web Development Also!!!

AIWebDevArtificial intelligence in web development
AI in web development would help the user to automate various tasks that would help the web developers to find the solution. AI helps the user to create code from scratch that allows the developers to build up smarter apps and ensures faster time to market and quick turnaround time.
Pros and Cons of Artificial Intelligence in Web Development Continue reading

Robotics and Climate Change

Robotics and Climate Change

By: Vineeta Tawney

CNESystems

RoboEnvirThe effects of climate change become more dramatic every year. As humans, we are experiencing changes in temperature and extreme natural disasters are sweeping across the world. Plants and animals are also affected by the changing climate, with delicate species at risk and crops dying in extreme heat and drought.
How Robots Are Helping in the Fight Against Climate Change
Universally, robot developers and researchers are using their passion for robotics to help the environment. One robot won’t solve all our problems, but together we can all work to make a difference. Here are the examples of robots fighting climate change. Continue reading

Desalination and its various methods

Desalination and its various methods
By: Vineeta Tawney

As the world’s population is rising water supplies become increasingly insufficient. The increased demand for water has put a burden on water supply, which causes an imbalance of the ecosystem. When there is no way to obtain the water the only option remains is desalination.
Desalination is the process that eliminates minerals from saline water and provides purified water, necessary for human consumption or irrigation. Seawater desalination has the potential to consistently produce enough water to support the huge population located near the coast.
Salty water is inappropriate for any application. Desalination process is costly than ground water recycling and water conservation but these alternatives may not always available therefore we need to perform desalination.
Desalination is mainly required in dry countries. Currently, only 1% of the population is in need of desalination but by 2025, 14% of the population will face water scarcity. 97% water on the earth is polluted by salt, and this makes the desalination process significant where there is no fresh water. Continue reading