Road Accident Prediction and Classification on the basis of Machine and Deep Learning (RFCNN)

Abstract —Road accidents are an inevitable part of everyday life. In most daily news reports, there is at least one occurrence of a traffic accident. The number of casualties and hence the damage done will be concerning depending on the severity of the accident. Every year, 1.2 million individuals are killed in traffic accidents. In Kerala alone, there will be 33296 incidents with apparent damage in 2021. It leads to a loss of lives and economic harm, and as a result, it is a sensitive issue that must be addressed. This study predicts the intensity of an accident occuring at a certain location and time using Machine Learning techniques