Last week, we were invited to Google’s office in Accra to find out what the Google Research team had been working on on artificial intelligence.
Google’s research team is tackling some of Africa’s most pressing challenges using cutting-edge artificial intelligence (AI) and machine learning (ML) research.
We were asked for some presentations and demonstrations about projects the team is working on, including flood forecasting and building mapping, which could make a real difference to the lives of millions of Africans.
Weather forecast
One of the team’s projects is to improve weather forecasting. In Africa, accurate weather forecasts are crucial for farmers, who rely on rain for their crops. However, traditional forecasting methods are often inaccurate and unreliable due to the lack of weather radar stations.
As of 2023, there are only 37 operational weather radar stations across the continent of Africa. This is a sharp contrast to combined 636 stations present in the United States and the European Union
To address this, the Google team is using artificial intelligence to develop a new weather forecasting system that is more accurate and tailored to the specific needs of African farmers. The system uses data from various sources, including satellite imagery and radar.
This data is then fed into a machine learning model that can predict weather patterns more accurately.
Flood forecasting
Another major challenge facing Africa is flooding. Floods can cause widespread damage and displacement and are becoming more frequent and severe due to climate change.
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![](https://techlabari.com/wp-content/uploads/2023/12/IMG_7965-984x1024.jpg)
Google’s research team is growing flood forecasting system that can predict floods using satellite imagery and machine learning. This system will provide local authorities with early warning of potential flooding, allowing them to take measures to evacuate people and protect property.
Open Buildings
One of the team’s most ambitious projects is mapping all the buildings in Africa with a project called “Open Buildings“. This project uses artificial intelligence to analyze satellite images and identify buildings. The team has already mapped over 250 million buildings in Africa and is working to map the remaining buildings as soon as possible.
![](https://techlabari.com/wp-content/uploads/2023/12/IMG_7963-1024x987.jpg)
![](https://techlabari.com/wp-content/uploads/2023/12/IMG_7963-1024x987.jpg)
This data will be used to improve a variety of Google products, including Maps and Search. It will also be made available to researchers and developers, who can use it to create new applications and services that benefit Africans.
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