INTRODUCTION Weather prediction, in general, is a complex process and challenging task. It requires various parameters to forecast the weather. Monitoring and predicting weather help in various fields like agriculture, travel, pollution dispersal, communication, disaster management, etc. Henceforth, weather forecasting plays a vital role in every day-to-day aspect, utilizing the needs of a common man to research scientists. This explains why forecasting cannot be predicted with simpler means. In the present times, there are high-definition satellite images to accurately predict the forecast of the upcoming days, but the process is neither simple nor economical. An accuracy of more than 90% is obtained, based on the dataset. Recent studies have reflected that machine learning techniques achieved better performance than traditional statistical methods. Deep learning, a branch of artificial intelligence, has been proved to be a robust method in pre...
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