A Comprehensive Survey on Event Analysis Using Deep Learning

We can see multiple breakthroughs in various deep learning algorithms that have been successful in a variety of areas, including audio, video, images, text, and natural language processing (NLP) in the current environment (natural language processing). In this position, deep learning will help you understand the structure and meaning of sentences. This is a contemporary trend, and many academics are switching from standard machine learning to deep learning in their study. Face detection and biometric recognition, for example, have been investigated, and we learned that a significant amount of effort has gone into them. In this report, we examined several research publications from journals and conferences to compare various methodologies in data preparation, face detection, and sentiment analysis.