Activity Prediction

Activity Prediction is an important branch of Time Series analysis, focusing on forecasting patterns and trends of human activities in videos. This task involves analyzing dynamic features in video sequences to identify and predict the actions of individuals or groups in advance, providing critical support for real-time monitoring, intelligent security, motion analysis, and human-computer interaction. Its core objective is to enhance the accuracy and real-time performance of predictions to achieve more efficient safety management and intelligent services.