To forecast the atmosphere's characteristics
at a specific location It uses Predict Weather.
Technology and science are applied in weather
forecasting. Because it predicts how the weather will be
in the future, weather prediction is more beneficial to
people because it allows them to make plans. Farmers
will stand to gain the most since they may cultivate crops
in accordance with rainfall predictions. There are
numerous methods for predicting the weather, such as
using historical data or looking at the current cloud
cover. Using picture recognition, we can forecast the
weather. To make more accurate weather predictions,
the author employed approaches such as Normalization,
Clustering, and Cloud Mask Algorithm. By employing
algorithms, we can take a test data set and forecast the
weather. Digital image processing has grown more
affordable in many scientific domains, as well as in
commercial and military applications.
Keywords :
Weather Forecasting, Normalization, Cloud Masking Algorithm, K means Clustering, Support Vector Regression, JUPYTER, Python, Residual Neural Network, Digital Images, Cloud Computing, Artificial Neural Networks.