Avalanche forecasting Prediction using Auto AI Service
Project Complexity - Basic
Technology: Machine Learning | Business Sector: Disaster Management
Project Description
The word Avalanche refers to snow and ice. It means a mass of snow, ice, rocks, slush fallingrapidly down a mountain. Snow avalanches are among the most destructive natural hazards
threatening human life, ecosystems, built structures, and landscapes in mountainous regions.
Each year avalanche kills more than 150 people worldwide. The most common cause of death
by avalanche is asphyxiation. If the person buried under an avalanche more than 15 minutes
then there is no chance of survive. So, the life of the people in that region is difficult to live.
Solution:
This project prevents the people from the avalanche by priory informing them there is a chance to the occurrence of avalanche or not. The model gets the data from the IOT based sensors. After that we want to process those data using a suitable algorithm, then our model display whether the avalanche occur or not and how strength it was. To analyse the data coming from different sensors we are applying various machine learning algorithms. If there is a chance of avalanche then the notification will be sent to people so that they can take decisions accordingly and the model is been built in Auto AI.
